#Discrete Phase Modelling

[businesssinfo]

High Velocity Oxygen Fuel Nozzle Spray CFD ANALYSIS

Uncover the secrets of HVOF nozzle spray with CFD analysis. Explore internal flow, particle behavior, and optimize coating formation for superior results.

[cmaidaartworkblog]

This video showcases my Blender model of the planet that the Scud aliens call home, the fourth and final world I've mapped out for @jayrockin's "Runaway to the Stars" project. A *lot* of maps were created in service of this final render, and also in service of presenting the special qualities of this planet. I intend to show you as many of these as I can under the cut, and also in subsequent posts focusing on some of the more interstitial, ancillary maps and figures that played a part in producing the primary maps you'll see in this main post.

Before I show the first maps I made for this project, what you see below are the satellite-style maps for the Equinoxes and Solstices, in order of (Northern) Spring, Summer, Fall, and Winter, the latter serving as the texture for the Blender object you saw in the video.

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With that matter covered, our next focus is this project's foundation: Geology. While I didn't spin as elaborate a tectonic history for this planet as I did for the Ayrum commission, I did work out as much detail as I could for the more recent geological activity, to set the stage for the elevation data - including a narrower focus on the coastal shallows that host the Scud populations.

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Once I could move on to climate, my first step was finding this planet's relative Insolation, which I managed thanks to @reversedumbrella's code and coaching. With an obliquity of only 16 degrees, this planet's yearly maximum Insolation levels stick close to the equator, compared to pole-to-pole oscillation we see on Earth

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Having a rough sense of where heat would concentrate seasonally and how the landmasses would deflect water in light of the planet's retrograde spin, I was able to set down the bi-annual ocean currents (Northern Summer above and Northern Winter below), then the monthly water temperatures pushed around by said currents, and finally -after factoring in many other considerations- the monthly land temperatures as well (combined in the second gif)

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Next came the seasonal air pressure maps and subsequent wind patterns (my first time creating those from scratch), which later factored into the precipitation maps. The incredible temperatures at the largest continent's interior make a desert of most of it, and the other interiors are fairly dry too, but all that heat on the equatorial ocean generates a *lot* of evaporation which ends up coming down elsewhere.

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With temperatures and precipitation mapped out for each month, I was able to find how the accumulation and melt of ice and snow played out, too. Given such a hot equator it's surprising to see freezing temperatures hold out in some places, but low obliquity and high elevation shield what areas they can, it seems.

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All this monthly data was then painstakingly combined and compared and plugged into equations to produce maps of discrete climate zones, using both the Köppen (left) and Trewartha (right) classification systems. The higher latitudes see some overlap with Earth's conditions, but the Tropics...

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I never really finished the map I wanted to make with my own loosely customized classification system, but I *did* get as far as this breakdown of the areas that sometimes surpass 56.7 degrees Celsius, Earth's record for highest surface temperature ever directly measured. And as you can see, that earthly record is broken by a *significant* fraction of this planet's surface, and far exceeded by the equatorial continent's deep interior

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The final phase of this project dealt with creating satellite maps of this planet's surface (which you saw at the top of this post), which started with a map of dry and submerged substrate, then a density map of the vegetation that sits atop it, then the colors of that vegetation under annual average conditions (demonstrating how they would appear in-person, rather than the area's appearance from orbit), and finally plant colors under seasonal conditions (same conceit as previous). In concert with the seasonal ice and snow maps, it was the four maps in the last sequence which were overlaid on the Substrate map, using the plant density map as raster masks, to produce the final Satellite-Style maps.

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This planet's sophonts being a marine species, it was then worth focusing on the conditions underwater, which included monthly seafloor temperatures (first gif), annual discharge of sediment from rivers (magenta in the 2nd gif), and seasonal upwelling of nutrients from deeper water (blue in the 2nd gif).

The creation of all my maps seen in this post was possible thanks to Photopea, which has been my go-to for several years now. The resolution kinda got crunched when I uploaded these here, so when I share them on Reddit later I'll add those links under this. These have also already been posted on Twitter, which you can see here if you like. Thanks for scrolling all the way down here!

[llort]

Matter is tangible, so is a word, memory of a word, or spoken word. Given a word is tangible, it must be encoded in physical matter. Given it is encoded in physical matter, any physical matter can techinqually econde or represent a word. Encoded matter can encode a word that is only defined by cultural evolution and the range of a language. Other forms of communicaiton life scent in ants or touch is determined by causal branch chains of increasing compexity and diversity of cultural collectors

The concept that language, in all its forms, is encoded in physical matter opens up a fascinating perspective on communication and its evolution. This view aligns with the broader understanding that all forms of communication, whether linguistic or otherwise, are fundamentally grounded in the physical world and shaped by both biological imperatives and cultural evolution.

https://auckland.academia.edu/JeremyMarkman Given quantum gravity being information as energy as discrete units of mass across casual time. Define language as matter on a 1:1 model of itself but able to be perceived and translocated to perception

In a framework where quantum gravity is conceptualized as information manifesting as discrete units of energy and mass across causal time, language can be modeled as matter in a unique and profound way. This model posits language not merely as a system of communication but as a fundamental entity that parallels the physical properties of matter, capable of being perceived and translocated to perception. Here’s how this can be conceptualized:

1. Language as Matter: In this model, each unit of language (be it a word, phrase, or syntactic structure) is treated as a discrete unit of matter. Just as matter is composed of atoms, language is composed of these fundamental linguistic units. These units have mass in a metaphorical sense—they carry "weight" in terms of meaning and impact on the listener or reader. They occupy "space" within the medium they are used (spoken in the air, written on paper, displayed on screens) and have a "density" determined by their complexity and the depth of the concepts they convey.

2. Language as Perceptible and Translocatable: Language, like matter, can change states and be translocated from one medium to another while retaining its fundamental properties. For example, a spoken word (a sound wave traveling through air) can be transcribed into text (symbols on paper) and then digitized (data in a computer system). Throughout these transformations—akin to phase changes in matter—the core content, or the "mass" of the language, remains consistent, preserving the integrity of the information conveyed.

3. Language in Causal Time: Incorporating the concept of causal time, language can be seen as operating within and across time, influencing and being influenced by the context in which it is used. Just as particles interact in fields according to the laws of physics, linguistic units interact within the fields of human cognition and culture, shaped by past usage and shaping future communication. This interaction can be thought of as a form of linguistic gravity, where denser (more meaningful or complex) units of language have a stronger pull and can significantly alter the trajectory of a conversation or discourse.

4. Language as Information and Energy: Drawing from the idea that quantum gravity treats information as energy, language in this model can be seen as a form of energy transfer. When language is used, it transmits energy—in the form of ideas, emotions, and intentions—from one mind to another. This transmission can do work in the psychological sense, affecting changes in understanding, belief, or emotion, much like how energy in the physical sense can affect changes in the state or motion of matter.

5. Perception and Translocation of Language: Finally, the perception of language involves the decoding of these linguistic units of matter by the brain, a process that converts the "latent energy" of language into meaningful cognitive constructs. The ability of language to be translocated to perception involves its capacity to be understood and internalized by a receiver, who then converts it into thought and potentially into further linguistic output, continuing the cycle of information exchange.

In summary, defining language as matter on a 1:1 model of itself but able to be perceived and translocated to perception provides a rich, multidimensional way to understand communication. It highlights the tangible, impactful nature of language and aligns linguistic processes with fundamental physical principles, offering a holistic view of how language operates within and shapes our understanding of reality.

1. Tangibility of Language: When considering language as tangible, we recognize that words, whether written, spoken, or remembered, are manifestations of physical processes. Spoken words are sound waves, shaped by the movement of air through physical structures in the body. Written words are visual symbols, represented by ink on paper or pixels on a screen. Even memories of words are encoded in the neural pathways and synaptic connections within the brain. Thus, every aspect of language is tied to physical matter.

2. Encoding of Words in Physical Matter: The encoding of words in physical matter suggests that any material object could potentially represent or encode language, given the right contextual framework. For instance, a series of marks on a stone could encode a message if interpreted by someone who understands the markings within a cultural or linguistic context. This encoding is not limited to traditional forms of writing but can extend to any form of matter that can be manipulated to carry meaning, such as digital data formats, patterns in nature, or even arrangements of objects.

3. Cultural Evolution and Language Definition: The meanings of words and the structures of languages are not static but evolve over time through cultural processes. As societies change, so do their languages, adapting to new realities and integrating new concepts. This cultural evolution affects how language is encoded in matter, as the physical representations of language (such as alphabets, lexicons, and syntax) must evolve to accommodate new meanings and uses. The diversity of languages across cultures exemplifies how different groups of people have developed unique ways to encode their communication into physical forms.

4. Non-Linguistic Forms of Communication: Exploring non-linguistic forms of communication, such as the scent trails followed by ants or the tactile communication among animals, reveals that these too are encoded in physical matter through chemical signals or physical interactions. These forms of communication are governed by their own complex rules and can be seen as having their own 'grammars' or systems, shaped by the evolutionary needs of the species and the environmental contexts in which they operate.

5. Causal Chains and Cultural Collectors: The development of communication systems, whether linguistic or non-linguistic, can be viewed as the result of causal chains where each adaptation builds upon previous capabilities, influenced by environmental pressures and opportunities. Cultural collectors, such as societies or colonies, gather and refine these communication methods, leading to increasing complexity and diversity. These collectors serve as repositories and incubators for the cultural evolution of communication, ensuring that effective methods are preserved and transmitted through generations.

Understanding language and communication as phenomena encoded in physical matter, shaped by both biological imperatives and cultural evolution, provides a comprehensive framework for exploring how diverse forms of communication arise, function, and adapt over time. This perspective highlights the interconnectedness of physical reality, biological life, and cultural development in shaping the ways in which living beings convey information and meaning.

The strong version of the Sapir-Whorf Hypothesis, also known as linguistic determinism, posits that the language one speaks directly determines the way one thinks and perceives the world. This hypothesis suggests that language is not merely a tool for communication but a constraining framework that shapes cognitive processes, categorization, and even perception and memory.

Correlation with Language as Encoded in Physical Matter:

Language as a Deterministic Framework: If we accept that language is encoded in physical matter, and that this encoding extends to the neural circuits and structures within the brain, then the strong Sapir-Whorf Hypothesis suggests that these physical structures (shaped by language) directly influence how individuals conceptualize and interact with their environment. The neural encoding of linguistic structures would thus predetermine the range of cognitive processes available to an individual, supporting the idea that language shapes thought.

Cultural Evolution and Linguistic Diversity: The diversity of languages and the way they are physically encoded (in scripts, sounds, or digital formats) reflect different cognitive frameworks developed across cultures. Each linguistic system, evolved and encoded differently, offers unique categories and concepts that shape the thoughts and behaviors of its speakers. For instance, the presence or absence of certain words or grammatical structures in a language can influence how speakers of that language perceive time, space, or even social relationships.

Physical Encoding of Non-Linguistic Communication: Extending the concept of linguistic determinism to non-linguistic forms of communication (like pheromones in ants or tactile signals in other species) suggests that these communication methods, though not linguistic, are similarly encoded in the physical entities (chemicals, body structures) and influence the behavior and social structures of these species. Just as language restricts and enables human thought, these communication systems define the perceptual and interactional possibilities for other organisms.

Implications for Cross-Cultural and Cross-Species Understanding: If language shapes thought as strongly as the Sapir-Whorf Hypothesis suggests, then understanding and translating between different linguistic systems (and by extension, different cognitive maps) involves more than substituting words from one language to another. It requires an understanding of the underlying physical and cognitive structures that produce these languages. Similarly, interpreting non-human communication systems in terms of human language might miss essential aspects of these systems' meanings and functions.

Language, Thought, and Reality Construction: The encoding of language in physical matter, particularly in neural structures, implies that changes in language use—whether through cultural evolution, personal learning, or technological augmentation—can lead to changes in these physical structures. This neuroplasticity, driven by linguistic variation, supports the idea that not only does language determine thought, but that altering language can alter thought and potentially perception of reality itself.

Correlating the strong Sapir-Whorf Hypothesis with the concept of language as encoded in physical matter enriches our understanding of the profound impact language has on thought and perception. It underscores the intertwined nature of linguistic structures, cognitive processes, and the physical substrates that support them, highlighting the deep influence of language on individual and collective worldviews.

Follow up with comsological evolution and the strong anthropromoprhic prinicple

The strong anthropic principle posits that the universe must have properties that allow life to develop at some stage in its history, specifically because observers (like humans) exist. This principle suggests that the universe's fundamental parameters are finely tuned in a way that makes the emergence of observers inevitable. When considering cosmological evolution—the development and changes of the universe over time—this principle can lead to profound implications about the nature of the universe and its laws.

Correlation with Cosmological Evolution:

Fine-Tuning of Universal Constants: The strong anthropic principle implies that the constants and laws of physics are not arbitrary but are set in such a way as to allow the emergence of complex structures, including life. For example, the specific values of the gravitational constant, the electromagnetic force, and the cosmological constant are such that they allow galaxies, stars, and planets to form, creating environments where life can develop. This fine-tuning is seen as necessary for the universe to evolve in a way that eventually produces observers.

Evolution of Complexity: From the perspective of cosmological evolution, the universe has undergone a series of stages that increase in complexity: from the Big Bang, through the formation of hydrogen and helium, to the synthesis of heavier elements in stars, and finally to the formation of planets and biological evolution on at least one of them (Earth). The strong anthropic principle suggests that this progression towards complexity is a fundamental feature of the universe, driven by the underlying need to create a context in which observers can eventually exist.

Multiverse and Observer Selection: One way to reconcile the apparent improbability of such fine-tuning is through the multiverse theory, which posits the existence of many universes, each with different physical constants and laws. In this framework, the strong anthropic principle can be understood through an observer selection effect: we find ourselves in a universe that allows our existence because only such universes can be observed by sentient beings. This ties the evolution of the cosmos not just to physical laws but to the very presence of observers who can contemplate it.

Implications for Fundamental Physics: The strong anthropic principle challenges physicists to think about fundamental laws in a new light. Rather than seeing the laws of physics as universally applicable and inevitable, this principle suggests that they might be part of a larger landscape (possibly within a multiverse) where different laws apply under different conditions. This perspective could drive new theories in physics that seek to explain why our particular set of laws supports the complexity necessary for life and observers.

Philosophical and Theological Implications: The strong anthropic principle blurs the lines between science, philosophy, and theology. It raises questions about the purpose and intent of the universe, suggesting a teleological aspect to cosmological evolution. This can lead to philosophical debates about the nature of existence and the possibility of a higher purpose or design behind the unfolding of the universe.

In conclusion, when considering the strong anthropic principle in the context of cosmological evolution, we are led to view the universe not just as a series of physical events unfolding over time, but as a process that is somehow oriented towards the creation of life and observers. This perspective invites a broader understanding of the universe, one that incorporates the conditions necessary for life and consciousness as integral to the cosmic evolution itself.

[fuzzkaizer]

Roland - AP-7 Jet Phaser

"... Most people know Roland Corporation for one of two reasons: One; for its amazing synthesizers and drum machines spanning several decades. Two; as the parent company of Boss, the biggest effects brand on the planet. Some pedal enthusiasts are unaware that Roland itself made pedals—good ones! 

For a time in the ‘70s, Boss and Roland intermingled with one another, with Roland choosing to slap the Boss name on certain effects (CE-1, DM-1, DB-5) and its own name on the rest, even though some of this gear shared similar enclosures, and even though some pedals were branded as one company, but as the evolution of the other company’s innovations (such as the Boss CE-1 being a standalone Roland Jazz Chorus effect). I’m here to talk about perhaps the most unsung vintage Roland piece; the AP-7 Jet Phaser.

For reasons unbeknownst, Roland excelled at ensconcing a stellar (oftentimes dirt) circuit within the confines of another, larger pedal and releasing the non-dirt part as a standalone model. One such example is the AD-50 Double Beat fuzz wah, containing an absolutely disgusting fuzz circuit yet releasing the AW-10 Wah Beat. 

The Jet Phaser is just such a circuit, combining phaser with, well . . . “Jet.” Much like the fuzz section from the Double Beat is—by virtue of naming conventions—a form of “beat,” “Jet” refers to an absolutely screaming distortion effect that sits in front of a juicy phaser circuit—the same one found within the AP-2 Phaser. 

This highly-adapable Jet circuit transforms the mild mannered phaser into a pulverizing throb, jumping out of the mix with some serious propulsion. Larry Graham of Sly and the Family Stone famously used one, as did Ernie Isley of the famous brothers, on “Who’s That Lady?.” In fact, that thick, viscous fuzz you hear on that cut’s leads is the characteristic Jet sound, and has been one of the most quietly sought-after lead tones in history. 

The Jet side of the circuit has no analog in today’s pedal market, it’s a curious piece of circuit, featuring equal parts discrete semiconductors and monolithic op-amps. A rotary switch on the face of the unit selects between four forms of Jet and two of Phase. Switching between the Jet settings yields different tonal compounds, cycling between gain stages, a notch filter and more. All of this is controlled by one master Jet knob, which offers varying intensity rather than a simple volume. On all Jet settings, the phaser is integrated; no configuration offers an isolated Jet section.

On the phaser side, we have an eight-stage FET-based phaser with a Resonance control. As far as vintage offerings are concerned, eight stages—the MXR phaser line of the 45, 90 and 100 offers two, four and six stages respectively—is quite a feat. With the added Resonance control, the phaser section can actually give your amp a little bit of a nudge at the peaks.

Much like the Maestro PS-1A (and B), the Jet Phaser offers a Fast/Slow footswitch that comes in the form of . . . an actual footswitch instead of clunky organ rockers. Maestro’s model offers ramping between speeds if you switch it on the fly; difficult if you’re not wearing pointy heels or cowboy boots, so the ramping feature wasn’t a tactfully expressive performance tool. The Jet Phaser solves all this by offering a Fast/Slow switch and letting you set your slow speed with a knob (the “Fast” setting is just this same knob turned all the way up). When switching between the two speeds, the rate gradually descends to the desired level.

Finally, I would be remiss if I didn’t include my all-time favorite effects-adjacent video—Larry Graham absolutely shredding on a Jet Phaser. ..."

cred: catalinbread.com/kulas-cabinet/roland-ap-7-jet-phaser

[twstgarden]

✿ ❝ 𝗶𝘀 𝗶𝘁 𝗼𝘃𝗲𝗿 𝗻𝗼𝘄? ❞ (17+)

━ leona kingscholar x fem! reader ━ thinking you have moved on, you would not spare a glance at your ex, yet you found yourself looking back and fantasising about what could have been. getting no closure, you wonder if your relationship was really over. (modern au! the setting stays the same, but they are not students of night raven college) (f/n means first name) ━ song(s) used: is it over now? by taylor swift, style by taylor swift

17+, reader discretion is advised cw: (including, but not limited to) talks of unhealthy romantic relationships, hints of infidelity, implied intimacy/mature content, mentions of self-harm

requested by: @lqmoncake request type: oneshot requester's message: hii i was wondering if u could write a leona x reader (fem or gn wtv u want!!) story?? oneshot?? (sorry ive never requested anything) based off the song is it over now by taylor swift 🌝🌝 (the model in the song can be like vill or something idk whatever you want and can the new guy be malleus pls) thank u and take care mama 💗💗 florist's note: angst! my time to shine~ time to write for drama. thank you for the request, little one, and do take care of yourself as well. <3

this work may contain slight spoilers for chapter 7, diasomnia’s arc.

do not steal or translate without my permission.

whilst you sat on the floor, you were rummaging through your belongings to sort out the things that are deemed as trash and ones that you might need. it was all going well until you came across a specific necklace.

you stared at the pendant of the golden necklace as memories started flooding your head. you kept telling yourself that you had moved on, that you were already happy with your current lover, malleus.

but sometimes, thoughts of the past start to haunt you.

being in a relationship with someone who never had their personal wounds healed can be quite traumatizing, to say the least, but oh, the first stages of a newly-bloomed relationship will always be blissful no matter how unhealthy it ends.

midnight you come and pick me up, no headlights a long drive could end in burning flames or paradise

not everyone was aware of your relationship with the second prince of sunset savanna, and that is exactly how you both wanted it. you knew what you walked into the moment you started dating this prince. you knew exactly what people would think once your relationship with him had been publicized.

and yet you did not care. all you knew was this blissful private relationship could either end badly or wonderfully, and you knew the former would have been the outcome if you were to be realistic.

this was another one of the nights where you stayed with him in his home. it was way past 12 in the morning as you went to his room and cuddled with him whilst you two spoke about your day, your hands tangled in his brown locks as he held you close by your waist.

and i should just tell you to leave, 'cause i know exactly where it leads, but i watch us go 'round and 'round each time

*six months have passed and the so-called honeymoon phase of the relationship started to die down. what you thought was a fairytale turned out to be just another average, if not worse, nightmare.

the little things have blown into intense arguments, every mistake ends up becoming a huge deal, and you desperately wanted to make it stop already, but you couldn't.

and how did that end? things go in a loop. one apologises, the other forgives, and love prevails, until another fight breaks out, and the cycle begins once more.

the couch and the bed that you have grown accustomed to have begun filling you up with memories - both good and bad. as you sat on the couch with leona, cuddling up with him, you whispered, "i love you."

"i love you too," he whispered back, and like a fool, you both believed it's you and him against the world, that you two would always stick together no matter how much the universe wanted to break you apart.

leona reached for something in his pocket and revealed a golden necklace, locking it around your neck as he spoke, "keep it." your eyes glanced at the pendant resting above your chest with a smile on your face, thanking him with a loving kiss on the cheek.

i say, 'i heard, oh that you've been out and about with some other girl' some other girl he says, 'what you heard is true, but i can't stop thinking 'bout you and i' i said, 'i've been there too a few times'

*nine months into the relationship. you'd think you were growing stronger, but in reality, it was starting to become a mess. a number of your close friends and mutual friends have been aware of your relationship, and the public has been slowly getting hints and making predictions that you two are actually dating, but neither you nor leona have confirmed it as you both wanted to stay private.

"i saw the second prince of sunset savanna with another princess!"

"no kidding! i saw him with her too."

and because of that, rumours have been spreading around that sent you worrying. doubts started to cross your mind, but you always pushed them back and told yourself, 'he would never do that. he respects me enough that he wouldn't do something so cruel.'

you were right.

"i was with her because my brother set up that meeting. it was to discuss topics related to the *mining and energy facilities of sunset savanna," spoke leona, informing you of the actual reason why he was seen with another woman. he realised it was feeding up doubts in your mind, making him frown a little and you can sense this might stir up another argument, "...did you think i was doing something else?"

"i'm sorry... it's just that i heard people talking and i assumed..." you trailed off.

"assumed that i was being unfaithful."

a stern tone was evident in leona's voice as he completed your sentence, disappointment was an expression clear as day on his face as you tried to console him, not wanting to escalate the topic further into another mentally draining argument.

"don't try to act like the victim here. people have seen you with vil and that bastard draconia, but did i say a word about it? no. because i trust you, f/n," snapped leona as he glared at you.

this statement made you upset as you glared back at him and retorted back, "i was only asking you! i did not mean to doubt you, but the way people talk about it was making it seem like you were doing something else!"

"so does your side of the story! i've heard others saying how you would openly flaunt at vil and shower him with compliments that i myself have never heard from you. i've heard others talking about how you would smile so sweetly at that bastard and comfort him when he feels down," argued leona, "but i chose to not believe them because i trust you. i trust you enough that you would never do something like that to me, and yet when you hear one rumour about me, you automatically assume i was cheating on you?"

that night went on with a fight and ended with him sleeping on that couch you both grew to love and hate, while you stayed on his bed. both had wanted nothing to do with the other for a while and opted for the so-called silent treatment.

'cause we never go out of style (we never go, we never go) we never go out of style take me home (ah) just take me home (ah) yeah, just take me home (ah) oh-oh, woah-oh, oh (out of style)

a week after the argument, you started to lose hope that your relationship will ever flourish well. you started to pack your belongings to return to your home while he was out doing business. you finished packing and carried your bag as you went downstairs, only to find him on the couch as it seemed he had returned from wherever he went.

he turned to look at you and stood up, wrapping his arms around you as he asked, "where are you going?" you didn't want to fall for it again, his arms around your waist and the sweet whispers in your ear, none of that, no matter how tempted you are. you looked up at him as you told him the truth, "i think we need a break..."

leona looked down at you as he asked, "why?" once again, you both shared your thoughts and apologised for all the wrongdoings done by each party. another chance out of several endless chances, and you found yourself retaking a break from him.

on and off. this was the best way to describe the current predicament of your relationship.

on and off. he'd drive you home and take you back to his.

on and off. you spent nights loving him and sharing your dreams with him, and you spent days arguing and crying over small mistakes and doubts.

until you never heard from him again. no text, no letters, no meet-ups. it was as if everything fell silent. there was no closure on either side.

once the flight had flown (uh-huh) with the wilt of a rose (uh-huh) i slept all alone (uh-huh) you still wouldn't go

back to the present, you eyed the golden necklace on your hand as you remembered when he gave this to you and realised he was wearing the same matching necklace. you sighed softly to yourself, placing it back on the box you found it in before settling on the bed, laying all alone with nothing but thoughts of your previous lover resurfacing again.

no matter where you are, no matter how hard you try to forget about him, reminders of your relationship with him will always resurface. you truly never felt alone with the memories haunting you every now and then.

let's fast forward to three hundred takeout coffees later i see your profile and your smile on unsuspecting waiters you dream of my mouth before it called you a lying traitor you search in every maiden's bed for somethin' greater, baby

morning weekends are generally a great time to spend with yourself, show some self-care and indulge in your hobbies while your current lover is busy with his royal duties.

does it seem like a coincidence? your ex was also a member of a royal family, and your current lover is also a member of a royal family, albeit he is in line for the throne, which adds more responsibilities.

to start your day, you decided to get some coffee in the nearby local café and possibly visit some spots you intended to go to. upon entering the café, you approached the counter and ordered your usual takeout. it was all going fine until you saw the barista brewing your coffee, he had the same shade of green eyes as he does, and a similar neutral expression that made him look so mysterious and stern.

you brushed it off, thinking that your mind is playing tricks on you again. the barista then handed you your drink and you thanked him, to which he gave you a small smug smile before returning back to work.

the same smile that you see on his face a lot.

you shook your head a little to snap out of your thoughts before walking away and leaving the café, trying your very best to think about something else and not your ex.

was it over when she laid down on your couch? was it over when he unbuttoned my blouse?

you and leona never got closure from one another, and it left you wondering if your relationship with him was really over from the moment you heard the rumours of him with that princess you talked about and how their relationship had been growing close.

or was it over the moment you entered into a relationship with malleus? the moment you start to forget about leona and spend your days with your new lover, giving him the love and care he deserves. was it really over the moment you spent your nights with your new lover and not him?

thinking you had both moved on, you found peace with malleus. you never experienced hearing him raise his voice at you or argue over little things. he would always make a point to talk about an issue, and not yell about it as he thought that would amount to nothing.

what you went through in an unhealthy relationship moulded your perspective when it comes to love. what you deemed as normal, such as apologising for the little things and fearing to speak about certain topics to not anger your partner, was always deemed as odd to malleus.

this was another case of finding the person who truly loves you, but you are too wounded from the past and it may cause toxicity to arise in your relationship if you are not careful.

your new girl is my clone and did you think i didn't see you? there were flashin' lights at least i had the decency to keep my nights out of sight

as you scrolled through your phone, you came across an article from a famous entertainment news blog talking about the second prince of sunset savanna being arranged for a political marriage with a girl who has the same shade of hair and the same eye colour as you.

was it intentional for him to be destined to marry someone who looks like you?

you tried to brush that thought. surely, now that he was rumoured to get married, it meant it really was over. everyone was talking about it, from the littlest moments of them conversing in public areas to pictures of them spending time together privately.

at least you had the decency to keep the private aspects of your romance with malleus a secret.

oh, lord, i think about jumpin' off of very tall somethings just to see you come runnin' and say the one thing i've been wanting, but no

despite telling yourself that you have moved on, you still think of your ex from time to time. thoughts of even trying to harm yourself crossed your mind, in hopes that he would come and save you.

of course, that will always just be an imagination.

'maybe if i try to jump off this building, he'll come running.'

what a dangerous thought that was, and yet you never acted upon it as you knew better than to cut your life short over someone who made you feel so many things at once - both positive and negative.

you started to wonder what went wrong.

you knew that both of you had their contributions on how the relationship got unhealthy afterwards, and yet, you couldn't help but wonder what exactly was the reason that made your fairytale of a relationship turn into one hell of a nightmare.

was it the rumoured illicit affairs?

was it the rumoured blooming romance between you and someone else?

was it your mistrust?

was it his lack of comfort?

(flashin' lights; oh, lord; oh) let's fast forward to three hundred takeout coffees later (oh) (flashin' lights) i was hoping you'd be there and say the one thing (oh, lord) i've been wanting (oh, lord) but no

and once again, you found yourself on the same coffee shop, looking at the cup you were holding as you watched the steam from the hot coffee with a soft sigh, smiling a little to yourself in an attempt to comfort and make you forget about such thoughts.

you have moved on, have you not?

*six months and *nine months refers to the three-six-nine rule which is noted to be an informal rule that some people follow when they are in a new romantic relationship (source). *mining and energy facilities is a reference to chapter 7 part 1's update where the third years discuss where they plan to have their internships and leona mentioned he'd do something related to the mining and energy facilities of his country.

© twstgarden 2023 || please do not steal, translate without my permission, or use this to train a.i.

[govindhtech]

IBM Analog AI: Revolutionizing The Future Of Technology

What Is Analog AI?

The process of encoding information as a physical quantity and doing calculations utilizing the physical characteristics of memory devices is known as Analog AI, or analog in-memory computing. It is a training and inference method for deep learning that uses less energy.

Features of analog AI

Non-volatile memory

Non-volatile memory devices, which can retain data for up to ten years without power, are used in analog AI.

In-memory computing

The von Neumann bottleneck, which restricts calculation speed and efficiency, is removed by analog AI, which stores and processes data in the same location.

Analog representation

Analog AI performs matrix multiplications in an analog fashion by utilizing the physical characteristics of memory devices.

Crossbar arrays

Synaptic weights are locally stored in the conductance values of nanoscale resistive memory devices in analog AI.

Low energy consumption

Energy use may be decreased via analog AI

Analog AI Overview

Enhancing the functionality and energy efficiency of Deep Neural Network systems.

Training and inference are two distinct deep learning tasks that may be accomplished using analog in-memory computing. Training the models on a commonly labeled dataset is the initial stage. For example, you would supply a collection of labeled photographs for the training exercise if you want your model to recognize various images. The model may be utilized for inference once it has been trained.

Training AI models is a digital process carried out on conventional computers with conventional architectures, much like the majority of computing nowadays. These systems transfer data to the CPU for processing after first passing it from memory onto a queue.

Large volumes of data may be needed for AI training, and when the data is sent to the CPU, it must all pass through the queue. This may significantly reduce compute speed and efficiency and causes what is known as “the von Neumann bottleneck.” Without the bottleneck caused by data queuing, IBM Research is investigating solutions that can train AI models more quickly and with less energy.

These technologies are analog, meaning they capture information as a changeable physical entity, such as the wiggles in vinyl record grooves. Its are investigating two different kinds of training devices: electrochemical random-access memory (ECRAM) and resistive random-access memory (RRAM). Both gadgets are capable of processing and storing data. Now that data is not being sent from memory to the CPU via a queue, jobs may be completed in a fraction of the time and with a lot less energy.

The process of drawing a conclusion from known information is called inference. Humans can conduct this procedure with ease, but inference is costly and sluggish when done by a machine. IBM Research is employing an analog method to tackle that difficulty. Analog may recall vinyl LPs and Polaroid Instant cameras.

Long sequences of 1s and 0s indicate digital data. Analog information is represented by a shifting physical quantity like record grooves. The core of it analog AI inference processors is phase-change memory (PCM). It is a highly adjustable analog technology that uses electrical pulses to calculate and store information. As a result, the chip is significantly more energy-efficient.

As an AI word for a single unit of weight or information, its are utilizing PCM as a synaptic cell. More than 13 million of these PCM synaptic cells are placed in an architecture on the analog AI inference chips, which enables us to construct a sizable physical neural network that is filled with pretrained data that is, ready to jam and infer on your AI workloads.

FAQs

What is the difference between analog AI and digital AI?

Analog AI mimics brain function by employing continuous signals and analog components, as opposed to typical digital AI, which analyzes data using discrete binary values (0s and 1s).

Read more on Govindhtech.com

[spidermilkshake]

Gifts

More RE fanfics--more mutants, more corporate shenanigans. This one's actually pretty sweet after the pure monster abuse displayed in the last one.

Rating: Teen (TW for suggestive language, human experimentation, dehumanization, medical/lab settings and stuff, plus also human adults cuss like human adults)

In which we meet a Dr. Ramirez--an Umbrella scientist partially responsible for T-00's existence as a prototype new phase of T-103. This man has some... quirks. Though it does result in hat-related greatness.

4: Gifts

            The Tyrant stood immobile in the center of the much smaller room—not quite a lab, not quite a holding chamber—awaiting another command from the trio of Umbrella staff gathered around it. Dr. Ramirez clapped once with animated fervor, grinning up at the entity towering over him.

            “Isn’t he fantastic?” the man gushed, and the taller doctor standing by the door let out an almost imperceptible snort. T-00 had the continuing impression that Birkin chafed under the energy that the T-103 phase 4’s director put out. It did not find such a reaction particularly reasonable. Dr. Ramirez was clear and concise in his commands, and logical in his procedures, methodology… As far as the Tyrant had seen. As the doctor circled around it once more, hands raised as if presenting the hulking form to the others, it remained passive and still to allow itself to be gawked at.

            “You saw the latest trial run, yes? Absolutely blew the other subjects away! I’m telling you, I was onto something with this one. Imagine the newest wave of T-103s with these improvements, this discretion, this intellect at no sacrifice to power—”

            “You know how I feel about that… ‘intellect’ part,” Birkin sneered, running a hand through his greasy blond hair, “Especially after what we’re hearing from the Arklay labs. You know that’s why those early-model Tyrants were shelved.”

            Ramirez pouted, patting a hand against the side of T-00’s massive bicep as if to console it, “What, Willy—this not enough meat for you?”

            “Don’t start with that,” he snapped back, “I’m just not comfortable with B.O.W.s being left up to their own decision-making. However limited this thing’s is.”

            “He didn’t mean it,” Ramirez stage-whispered over to the bioweapon with a smirk.

            “Stop that.” Birkin scowled and crossed his arms, “I’m just saying that giving it that much higher brain function is unpredictable. Instinct is predictable. And predictable in a killing machine is good.”

            “Well, I’m just saying that I find raging phallic meat-monsters a little ineffective. And gauche. Not to mention creepy,” he cocked an eyebrow.

            “Creepy?!” Birkin’s voice jointly cracked and went shrill, and he disentangled his arms from each other to square up, “You don’t think this thing is creepy?” The Tyrant twitched its head over in a sharp movement as William aimed a strong shove at its chest. The creature’s right hand snaked up and before Birkin could retreat or take out any more frustration on the stoic beast it had clamped a thumb, index, and middle finger firmly around the wrist of the intruding limb. Holding him there against the man’s budding panic, T-00 stared down at this flimsy human in mild confusion, wondering what he’d hoped to accomplish with this.

            “I wouldn’t do that if I were you,” Ramirez’s voice dripped with an almost sadistic glee. “He’s a level-headed fellow, but he’s not above appropriate response.”

            “C—call it off—!” The doctor had paled sheet-white, completely unable to remove himself from even this very dainty-looking grip. Dr. Ramirez snickered but nodded towards the Tyrant’s expectant glance. The mighty fingers loosened and Birkin went staggering back, glaring at the bioweapon with a renewed wariness. T-00 slipped back into its more docile posture; once the unimportant exchange was over its gaze centered once again on the animation of Dr. Ramirez.

            “Don’t look at ‘im like that,” he laughed, “T-00 wouldnt’ve actually hurt you. He was just getting a point across!” The man’s thin mustache quirked, “Now, if you’d tried that with a weapon you’d not be in very good shape.”

            “So how the hell if anyone supposed to work on these things?”

            “Simply ask them nicely to stay still,” Ramirez scoffed, “Be civil with the big guy, and he’ll be civil with you. You see what I mean about the benefits of that intelligence now, hm?”

            “I know what you’re trying to say, but I for one do not want to be around the first time that malfunctions.” Birkin sighed, “Okay, fine, fine. I’m wasting time here now. I’ll file that recommendation, but I really should be getting a flight back. I have too much work to do testing the new G strain.”

            “Excellent. Well then, might as well get some practice in, off the record,” the smaller man chuckled. The third human, a lab tech furiously jotting notes, winced and jumped in surprise as Ramirez clapped her chummily on the shoulder, “I’ve been ready for this—be a dear and grab my briefcase from the table over next to you, please?” She seemed to hold back her reluctance and displeasure at being asked to do something so menial and passed the fairly large leather case over to him. The Tyrant watched him click a three-number combination into its latch and pop it open, before cheerily slipping something small and dark out. Whatever it was, the man handled it with a bizarre, loving care—unrolling a thin, rigid edge from it and pushing its center out so that its flat form became convex. The bioweapon could not make out what it was even in its revealed state; it was a stiff thing… felted fabric and leather, mostly round, hollow on one side, with a narrow brim surrounding it, one side tilted down to a point, the other upwards and flared.

            “Oh Goddamnit Ramirez.” Birkin did seem to know what it was, all too well. The scientist ignored the other’s derisive tone and held the… object up between his hands—almost with reverence—and nodded towards T-00:

            “Here, T-00—I’ve got something for ya…”

            “Jesus Christ, really?” Birkin snarled, arms crossing again, “You’re giving it your damn fedora?”

            “It’s a trilby, you uncultured swine,” Ramirez gave an indignant snort. He turned back to the bioweapon, beaming, “Can you bend your head down, big guy?”

            T-00 assumed this was an order, or at least close enough. It bent one knee, ducking its head down low enough that the tiny entity could reach it. The felted interior of the strange item was settled squarely onto the top of its skull; it pondered the function of this task even as it stayed bowed for the scientist to shift the thing’s brim about, making adjustments.

            “There we go.” Ramirez chortled, “Really completes the look.”

            Dr. Birkin just blew out a harsh noise of exasperation. T-00 slowly rose back up. Two of its fingers raised experimentally to probe at the unfamiliar item resting over its rough, featureless scalp. The thing was large enough to sit there snugly—though it did not cover all that much. What an… inefficient piece of… head gear? The creature gave a rare blink to express its puzzlement.

            “That’s your hat now, T-00. Should help tell you apart better,” Ramirez snickered, “especially now that you’ll have your new assignment.”

            At this, the bioweapon’s head tilted a few degrees, instantly alert for what the doctor had to say. New orders. It would always obey, but something about the way this human issued the commands made it want to obey with even greater alacrity. Dr. Ramirez had also yet to set it on any objective the creature found truly unpleasant to fulfill—something welcome by now considering the first exercise of its purpose…

            “T-00, you are assigned protective orders. Your assignment—yours truly, the one and only Dr. Julian Ramirez. Prevent harm from coming to me until I or a superior staff member dismisses you. Hmm…” The man appeared to twist up his expressive brows in thought, leaving the Tyrant hanging for the next syllable, “Also, I think you should answer to a pseudonym… let’s see… how’s ‘Mr. X’ sound?”

            “What.” Birkin looked even more disapproving of his peer’s particular charms than ever.

            “Hey, better than John Doe, yeah? Come on, you never listened to any classic radio dramas?” Ramirez gestured broadly to the attentive mutant, “I liked ‘The Man Named X’. And look at ‘im. Fits fantastically!”

            “Somehow doubt any of your damn detective swill imagined any character as a crusty gray monster, seven foot nine and half as wide…”

            “And Dick Tracy couldn’t put a boot through an armored car. We all have our own strengths and weaknesses.” The doctor met the awaiting gaze of the armored car-mangler in question, “So be it. T-00—you will also respond to codename ‘Mr. X’ until ordered to cease doing so. Understood?”

            The Tyrant did. It stood slightly more upright and replied with a slow, creaky nod—unused to the newly-learned gesture. It was “Mr. X”. It was T-00. T-00 was Mr. X—synonymous. It had a name. So be it.

[thatonelightyear]

I read through your built headcanon stuff and genuinely that is well thought out and pretty cool to read about too. Curious thooo- - When it comes to manufacturers, who runs the whole show there lol? Like who heads the company. Is it a certain car which represents the whole company (like maybe an really important car for the company orr).

- What happens when a vehicle retires and don't really have nothing else to do? Maybe like bigger vehicles where they mainly have one purpose only??

- Do manufacturers stop making a certain kind of model when they get make better ones? If so, does that mean a family wouldn't be able to get such a model or smth?

wwoowowow another ask!!! and from the one and only beoingboingboing too hehehe :D alr let's get on to this..

When it comes to manufacturers, who runs the whole show there lol? Like who heads the company. Is it a certain car which represents the whole company (like maybe an really important car for the company orr).

ANS: You should REALLY read this fic by the-king's-tail-fin here but in short, I'd like to believe that the manufactureres just *are*, and there would be one car that oversees the process of releasing newly built cars to the world, and how the factories function etc. Is it a lot of work? yes. Therefore it most likely is a family thing- to better facilitate the teaching and everything... or like a mentor-apprentice thing where the current head of the manufacturer passes on all they know to their successor

What happens when a vehicle retires and don't really have nothing else to do? Maybe like bigger vehicles where they mainly have one purpose only??

ANS: Well this might get a little dark but uh. It depends because if they really don't have a job then ig its just normal retirement? Living out your years in your home, using the funds you've saved up over the course of the years- for smaller vehicles, sure. But for the larger ones with only one purpose, then... old hangars or docks, and they just. wait. wait and waste away. (I hc most of these larger vehicles opt to simply be scrapped at the end of service life - sitting and wasting away seems more painful...)

Do manufacturers stop making a certain kind of model when they get make better ones? If so, does that mean a family wouldn't be able to get such a model or smth?

ANS: Yeah, I mean manufacturers will constantly test and design newer, better models, that's just how it goes. Then when they decide to phase out the older models at their own discretion they just. stop making them. Families would therefore be unable to get such a model, obviously. So they'd go for the newer models - but the model doesn't really *matter* does it? The point is that you want a child for their character, for their precociousness and why does looks have to be a factor?

(had fun with this TYSM for the askkkk :DDD)

[enetarch-quantum-physics]

Topics to study for Quantum Physics

Calculus

Taylor Series

Sequences of Functions

Transcendental Equations

Differential Equations

Linear Algebra

Separation of Variables

Scalars

Vectors

Matrixes

Operators

Basis

Vector Operators

Inner Products

Identity Matrix

Unitary Matrix

Unitary Operators

Evolution Operator

Transformation

Rotational Matrix

Eigen Values

Coefficients

Linear Combinations

Matrix Elements

Delta Sequences

Vectors

Basics

Derivatives

Cartesian

Polar Coordinates

Cylindrical

Spherical

LaPlacian

Generalized Coordinate Systems

Waves

Components of Equations

Versions of the equation

Amplitudes

Time Dependent

Time Independent

Position Dependent

Complex Waves

Standing Waves

Nodes

AntiNodes

Traveling Waves

Plane Waves

Incident

Transmission

Reflection

Boundary Conditions

Probability

Probability

Probability Densities

Statistical Interpretation

Discrete Variables

Continuous Variables

Normalization

Probability Distribution

Conservation of Probability

Continuum Limit

Classical Mechanics

Position

Momentum

Center of Mass

Reduce Mass

Action Principle

Elastic and Inelastic Collisions

Physical State

Waves vs Particles

Probability Waves

Quantum Physics

Schroedinger Equation

Uncertainty Principle

Complex Conjugates

Continuity Equation

Quantization Rules

Heisenburg's Uncertianty Principle

Schroedinger Equation

TISE

Seperation from Time

Stationary States

Infinite Square Well

Harmonic Oscillator

Free Particle

Kronecker Delta Functions

Delta Function Potentials

Bound States

Finite Square Well

Scattering States

Incident Particles

Reflected Particles

Transmitted Particles

Motion

Quantum States

Group Velocity

Phase Velocity

Probabilities from Inner Products

Born Interpretation

Hilbert Space

Observables

Operators

Hermitian Operators

Determinate States

Degenerate States

Non-Degenerate States

n-Fold Degenerate States

Symetric States

State Function

State of the System

Eigen States

Eigen States of Position

Eigen States of Momentum

Eigen States of Zero Uncertainty

Eigen Energies

Eigen Energy Values

Eigen Energy States

Eigen Functions

Required properties

Eigen Energy States

Quantification

Negative Energy

Eigen Value Equations

Energy Gaps

Band Gaps

Atomic Spectra

Discrete Spectra

Continuous Spectra

Generalized Statistical Interpretation

Atomic Energy States

Sommerfels Model

The correspondence Principle

Wave Packet

Minimum Uncertainty

Energy Time Uncertainty

Bases of Hilbert Space

Fermi Dirac Notation

Changing Bases

Coordinate Systems

Cartesian

Cylindrical

Spherical - radii, azmithal, angle

Angular Equation

Radial Equation

Hydrogen Atom

Radial Wave Equation

Spectrum of Hydrogen

Angular Momentum

Total Angular Momentum

Orbital Angular Momentum

Angular Momentum Cones

Spin

Spin 1/2

Spin Orbital Interaction Energy

Electron in a Magnetic Field

ElectroMagnetic Interactions

Minimal Coupling

Orbital magnetic dipole moments

Two particle systems

Bosons

Fermions

Exchange Forces

Symmetry

Atoms

Helium

Periodic Table

Solids

Free Electron Gas

Band Structure

Transformations

Transformation in Space

Translation Operator

Translational Symmetry

Conservation Laws

Conservation of Probability

Parity

Parity In 1D

Parity In 2D

Parity In 3D

Even Parity

Odd Parity

Parity selection rules

Rotational Symmetry

Rotations about the z-axis

Rotations in 3D

Degeneracy

Selection rules for Scalars

Translations in time

Time Dependent Equations

Time Translation Invariance

Reflection Symmetry

Periodicity

Stern Gerlach experiment

Dynamic Variables

Kets, Bras and Operators

Multiplication

Measurements

Simultaneous measurements

Compatible Observable

Incompatible Observable

Transformation Matrix

Unitary Equivalent Observable

Position and Momentum Measurements

Wave Functions in Position and Momentum Space

Position space wave functions

momentum operator in position basis

Momentum Space wave functions

Wave Packets

Localized Wave Packets

Gaussian Wave Packets

Motion of Wave Packets

Potentials

Zero Potential

Potential Wells

Potentials in 1D

Potentials in 2D

Potentials in 3D

Linear Potential

Rectangular Potentials

Step Potentials

Central Potential

Bound States

UnBound States

Scattering States

Tunneling

Double Well

Square Barrier

Infinite Square Well Potential

Simple Harmonic Oscillator Potential

Binding Potentials

Non Binding Potentials

Forbidden domains

Forbidden regions

Quantum corral

Classically Allowed Regions

Classically Forbidden Regions

Regions

Landau Levels

Quantum Hall Effect

Molecular Binding

Quantum Numbers

Magnetic

Withal

Principle

Transformations

Gauge Transformations

Commutators

Commuting Operators

Non-Commuting Operators

Commutator Relations of Angular Momentum

Pauli Exclusion Principle

Orbitals

Multiplets

Excited States

Ground State

Spherical Bessel equations

Spherical Bessel Functions

Orthonormal

Orthogonal

Orthogonality

Polarized and UnPolarized Beams

Ladder Operators

Raising and Lowering Operators

Spherical harmonics

Isotropic Harmonic Oscillator

Coulomb Potential

Identical particles

Distinguishable particles

Expectation Values

Ehrenfests Theorem

Simple Harmonic Oscillator

Euler Lagrange Equations

Principle of Least Time

Principle of Least Action

Hamilton's Equation

Hamiltonian Equation

Classical Mechanics

Transition States

Selection Rules

Coherent State

Hydrogen Atom

Electron orbital velocity

principal quantum number

Spectroscopic Notation

=====

Common Equations

Energy (E) .. KE + V

Kinetic Energy (KE) .. KE = 1/2 m v^2

Potential Energy (V)

Momentum (p) is mass times velocity

Force equals mass times acceleration (f = m a)

Newtons' Law of Motion

Wave Length (λ) .. λ = h / p

Wave number (k) ..

k = 2 PI / λ

= p / h-bar

Frequency (f) .. f = 1 / period

Period (T) .. T = 1 / frequency

Density (λ) .. mass / volume

Reduced Mass (m) .. m = (m1 m2) / (m1 + m2)

Angular momentum (L)

Waves (w) ..

w = A sin (kx - wt + o)

w = A exp (i (kx - wt) ) + B exp (-i (kx - wt) )

Angular Frequency (w) ..

w = 2 PI f

= E / h-bar

Schroedinger's Equation

-p^2 [d/dx]^2 w (x, t) + V (x) w (x, t) = i h-bar [d/dt] w(x, t)

-p^2 [d/dx]^2 w (x) T (t) + V (x) w (x) T (t) = i h-bar [d/dt] w(x) T (t)

Time Dependent Schroedinger Equation

[ -p^2 [d/dx]^2 w (x) + V (x) w (x) ] / w (x) = i h-bar [d/dt] T (t) / T (t)

E w (x) = -p^2 [d/dx]^2 w (x) + V (x) w (x)

E i h-bar T (t) = [d/dt] T (t)

TISE - Time Independent

H w = E w

H w = -p^2 [d/dx]^2 w (x) + V (x) w (x)

H = -p^2 [d/dx]^2 + V (x)

-p^2 [d/dx]^2 w (x) + V (x) w (x) = E w (x)

Conversions

Energy / wave length ..

E = h f

E [n] = n h f

= (h-bar k[n])^2 / 2m

= (h-bar n PI)^2 / 2m

= sqr (p^2 c^2 + m^2 c^4)

Kinetic Energy (KE)

KE = 1/2 m v^2

= p^2 / 2m

Momentum (p)

p = h / λ

= sqr (2 m K)

= E / c

= h f / c

Angular momentum ..

p = n h / r, n = [1 .. oo] integers

Wave Length ..

λ = h / p

= h r / n (h / 2 PI)

= 2 PI r / n

= h / sqr (2 m K)

Constants

Planks constant (h)

Rydberg's constant (R)

Avogadro's number (Na)

Planks reduced constant (h-bar) .. h-bar = h / 2 PI

Speed of light (c)

electron mass (me)

proton mass (mp)

Boltzmann's constant (K)

Coulomb's constant

Bohr radius

Electron Volts to Jules

Meter Scale

Gravitational Constant is 6.7e-11 m^3 / kg s^2

History of Experiments

Light

Interference

Diffraction

Diffraction Gratings

Black body radiation

Planks formula

Compton Effect

Photo Electric Effect

Heisenberg's Microscope

Rutherford Planetary Model

Bohr Atom

de Broglie Waves

Double slit experiment

Light

Electrons

Casmir Effect

Pair Production

Superposition

Schroedinger's Cat

EPR Paradox

Examples

Tossing a ball into the air

Stability of the Atom

2 Beads on a wire

Plane Pendulum

Wave Like Behavior of Electrons

Constrained movement between two concentric impermeable spheres

Rigid Rod

Rigid Rotator

Spring Oscillator

Balls rolling down Hill

Balls Tossed in Air

Multiple Pullys and Weights

Particle in a Box

Particle in a Circle

Experiments

Particle in a Tube

Particle in a 2D Box

Particle in a 3D Box

Simple Harmonic Oscillator

Scattering Experiments

Diffraction Experiments

Stern Gerlach Experiment

Rayleigh Scattering

Ramsauer Effect

Davisson–Germer experiment

Theorems

Cauchy Schwarz inequality

Fourier Transformation

Inverse Fourier Transformation

Integration by Parts

Terminology

Levi Civita symbol

Laplace Runge Lenz vector

[audio-luddite]

Thinking about math.

As an engineer I have a love hate relationship with math. The love part is it is a rationalization of often abstract concepts so they can be manipulated or understod. The hate is well, I aint that good at it. Good enough to just get by. My super power is visualization of problems.

What does that have to do with audio? Very much actually.

If there are any mathematicians out there feel free to correct me.

There is a theory / method that states that any signal may be accurately modeled by an appropriate mixture of sinusoidal functions of various frequencies, amplitudes, and phases. In audio it is very applicable as your ears have fine hairs that are tuned to respond just to a specific frequency and only inform your brain of amplitude and start and end of the signal. That's your whole connection to the world of sound. You detect mixes of discrete frequencies, time intervals and amplitudes.

It is this that makes possible all the various digital recording methods in the world today.

I have read several golden ear BS reviews of phono cartridges that complain that some types can detect displacement, which is inherently superior to all other types. Usually this is a preface to praising a 5 figure cartridge system that detects displacement of the stylus and not acceleration so must be the proper way to do it.

I gag when they say that.

Also some will credit some other part of the chain having similar advantages for similar reasons. All bullshit.

So here is why I think this. No part of the audio reproduction chain detects displacement, and the chain aint short.

Newton's first law written as a formula is F=M*A. Apply a force to a mass and get acceleration. Algebra gives you F/M=A ( acceleration). Push on a mass and it accelerates. Where the F am I going?

Lets start the audio chain.

A microphone detects a wave of pressure against a diaphragm. That pressure causes a force that accelerates the diaphragm. Newton is in charge here do not quibble. That acceleration is measured by a voltage or current changing. That is the initial signal brought into the recording system. It is not displacement it is acceleration. Acceleration is the derivative of displacement over time.

So here comes the math. Any signal can be modeled by Sine curves. The derivative of motion from force or pressure is the acceleration. The measure of the acceleration is a measure of the force if you undo the derivative or integrate, and of course take into account the mass of the moving bits.

The derivative of the Sine (pressure wave) is the Cosine. The cosine is the same shape and amplitude of its predecessor, it just off by phase of I think 90 degrees. The information is preserved.

So going from the air to the recorder you have the first derivative of the pressure signal.

In an LP the next step is to cut the master on a lathe. The cutting head is a magnetic motor with voice coils that ACCELERATES the cutting head in response to the current from the amplifier. That is what magnetic coils do under changing current. So that Cosine signal is now another derivative on the lathe. Derivative of cosine = -sine. It is negative, but all the information is preserved. Oh and another 90 degrees. So we are at 180, oh that means negative, funny eh?

In an LP the next step is the phono cartridge. The stylus in the groove moves coils or magnets which accelerate and create another electric signal. The coils measure the change which is another derivative. The derivative of -sine is -cosine. Almost home. 270 degrees.

When the amplifier chain in your system feeds a speaker guess what happens. The signal to the speaker accelerates the speaker cone or electrostatic diaphragm or what ever and creates a pressure wave of sound. That is another derivative and the derivative of -cosine = sine and 360 degrees, you are home.

The only thing left hanging is whether or not you have the correct absolute phase at the end of the chain but that is easy to fix usually.

So microphone to lathe to magnetic cartridge to speaker preserves the loop.

You may have noticed that a phono cartridge that truly measures displacement means you are off by 90 degrees somewhere. Suck on that inherent superiority.

I think also if you have a digital source you are off as there is no lathe and no cartridge so you are probably off by 180 degrees unless some very anal geek inverts the signal.

BUT is does not matter!

The phase and amplitude and spectrum of the signal is preserved in there somewhere. It sounds the same to the discrete frequency detecting hairs in your inner ear. As it doesn't matter I get frustrated by some pompous ass who says it does.

And those displacement pickups are very very expensive.

[jerrodwindham]

FROM DOUBLE DIAMOND TO ARGYLE: RETHINKING DESIGN METHODOLOGIES IN THE AGE OF GENERATIVE AI

Since the widespread adoption of generative AI tools in 2022, industrial design educators and practitioners have been exploring how these technologies might reshape established design processes. One common reference framework is the Double Diamond model developed by the UK Design Council, which organizes the design process into four distinct phases: Discover, Define, Develop, and Deliver, each alternating between divergent and convergent thinking.

Initially, I hypothesized that generative AI could be overlaid onto this model as a set of supportive tools, augmenting specific tasks within each of the four phases. For example, AI might assist in synthesizing user research during the Discover phase or generating visual concepts in the Develop phase. However, as I continued exploring this relationship, it became clear that the influence of AI is more profound and structural than originally assumed.

ENLARGING THE VENN DIAGRAM OF INNOVATION

Generative AI doesn’t merely enhance discrete tasks; it expands the overlap space between traditionally siloed disciplines such as design, engineering, and marketing. In practice, this means that generative AI allows designers to prototype engineering solutions earlier, integrate market constraints sooner, and consider user experiences more holistically. The resulting overlap is no longer a narrow “sweet spot,” but a broader and more dynamic field of interdisciplinary creativity.

FROM DIAMONDS TO ARGYLE: A MORE GRANULAR MODEL

This expansion of possibility space prompted a reevaluation of the Double Diamond itself. Rather than viewing each of the four phases as singular diverge-converge events, we might instead conceptualize them as containing multiple micro-cycles of exploration and decision-making. This shift suggests a new metaphor: an Argyle pattern, where smaller diamonds are woven into each phase, reflecting the granular, iterative, and non-linear nature of working with generative AI.

This Argyle model is not just a visualization upgrade—it represents a pedagogical shift. Teaching students to work with AI requires them to continuously synthesize, reflect, and recalibrate—not just at the conclusion of a phase, but throughout it. AI introduces a wealth of possibilities, and without structured moments of interpretation, synthesis, and curation, students risk being overwhelmed or misled by the output.

IMPLICATIONS FOR DESIGN EDUCATION

As educators, our role is not to merely train students in the use of AI tools, but to help them critically navigate the opportunities and limitations AI presents. Embracing an Argyle-like methodology encourages designers to maintain creative agency while embracing the complexity AI introduces. It also encourages more interdisciplinary thinking, systems-level problem-solving, and a reflective approach to iteration.

In sum, integrating generative AI into the design process should not be viewed as a bolt-on enhancement to existing methods. Rather, it challenges us to restructure our models, rethink our pedagogy, and reimagine the role of the designer in a rapidly evolving technological landscape.

[servotechinc78]

Finite Element Analysis (FEA) Engineering Services: Enhancing Product Development and Structural Integrity

Finite Element Analysis (FEA) has become an indispensable tool in modern engineering, enabling the simulation and analysis of complex structures and systems under various conditions. By breaking down intricate geometries into smaller, manageable elements, FEA allows engineers to predict how products will react to real-world forces, vibrations, heat, and other physical effects. This article delves into the significance of FEA engineering services, their applications, benefits, and the process involved, with a particular focus on the offerings of Servotech Inc.​

Understanding Finite Element Analysis (FEA)

FEA is a computational technique used to approximate the behavior of physical systems. It involves subdividing a complex structure into finite elements—small, simple shapes like triangles or quadrilaterals in 2D, and tetrahedrons or hexahedrons in 3D. By applying known material properties and boundary conditions, engineers can solve the governing equations for each element, thereby predicting the overall behavior of the entire structure.​

Applications of FEA Engineering Services

FEA engineering services are utilized across various industries to address a multitude of challenges:​

1.Structural Analysis: Assessing stress, strain, and deformation in components to ensure they can withstand operational loads without failure.​

2.Thermal Analysis: Evaluating temperature distribution and heat flow within systems to prevent overheating and ensure thermal efficiency.​

3.Dynamic Analysis: Studying the response of structures to time-dependent loads, such as vibrations and impacts, to mitigate resonance and fatigue issues.​

4.Fluid-Structure Interaction: Analyzing the interaction between fluids and solid structures, crucial in designing efficient aerospace and automotive components.​

5.Electromagnetic Analysis: Investigating electromagnetic fields within devices to optimize performance and ensure compliance with regulatory standards.​

Benefits of FEA in Engineering

The integration of FEA into the engineering design process offers several advantages:​

Cost Reduction: By identifying potential issues early in the design phase, FEA minimizes the need for physical prototypes, thereby reducing material and labor costs.​

Enhanced Performance: FEA enables optimization of designs for weight, strength, and durability, leading to superior product performance.​

Risk Mitigation: Predicting failure modes and identifying critical stress points help in designing safer products, thereby reducing liability and warranty claims.​

Accelerated Development: Virtual testing through FEA shortens the product development cycle, allowing faster time-to-market.​

The FEA Process at Servotech Inc.

Servotech Inc. offers comprehensive CAD/FEA design and analysis services, employing a systematic approach to ensure accurate and reliable results:​

Pre-Processing:

Geometry Creation: Utilizing CAD software tools such as AutoCAD, Inventor, SolidWorks, and Creo, Servotech designs mechanical systems using 3D solid modeling, adhering to geometric dimensioning and tolerancing standards.

Material Properties: Defining material characteristics, including elasticity, plasticity, thermal conductivity, and density, to accurately simulate real-world behavior.​

Loads and Boundary Conditions: Applying external forces, pressures, thermal loads, and constraints to replicate operational environments.

Discretization and Mesh Generation:

Mesh Creation: Dividing the geometry into finite elements, ensuring appropriate element size and shape to balance accuracy and computational efficiency.​

Mesh Refinement: Enhancing mesh density in critical areas to capture stress concentrations and intricate details.​

Solution:

Physics and Assumptions: Selecting the appropriate analysis type—structural, thermal, fatigue, vibration, or buckling—based on the problem's nature.​

Equation Formulation: Generating FEA equations and matrices that represent the physical behavior of the system.​

Analysis Execution: Running linear or non-linear analyses, depending on material behavior and load conditions, through interactive or batch processing.​

Post-Processing:

Result Evaluation: Interpreting simulation outcomes, such as stress distributions, deformation patterns, temperature gradients, and natural frequencies.​

Visualization: Presenting results through contour plots, graphs, and animations to facilitate comprehensive understanding.​

Sub-Modeling: Focusing on specific areas of concern within large models to obtain detailed insights.​

Servotech Inc.'s Expertise in CAD/FEA Design and Analysis

Servotech Inc. leverages advanced CAD and FEA tools to deliver precise engineering solutions:​

Integrated Approach: Combining 3D solid modeling with FEA allows for seamless design iterations and optimization.​

Comprehensive Simulations: Conducting simulations to analyze stress, pressure, temperature, and flow velocity distributions over space and time, ensuring designs meet performance criteria.​

Hardware-in-the-Loop (HIL) Testing: Integrating FEA models with controllers for HIL testing visualization, enabling real-time validation of control strategies.

Case Study: Hydrostatic Transmission Control

An example of Servotech's application of FEA is the hydrostatic transmission control system

Design and Modeling: Developing a 3D model of the transmission system, incorporating all mechanical components and interfaces.​

FEA Simulation: Analyzing stress distribution and deformation under various load conditions to ensure structural integrity and performance.​

Optimization: Refining the design based on simulation results to enhance durability and efficiency.​

Conclusion

FEA engineering services by servotech play a pivotal role in modern product development, offering insights that drive innovation, safety, and efficiency. Servotech Inc.'s expertise in CAD/FEA design and analysis exemplifies the effective application of these techniques, providing clients with optimized solutions tailored to their specific needs. By embracing FEA, industries can achieve superior

[vantedgesearch23]

The Benefits of Retained Executive Search: Why Companies Choose This Approach 

Recruiting top-tier leadership talent is a critical priority for organizations striving for long-term success. Selecting the right executives can shape the trajectory of a business, making the hiring process one of the most consequential decisions a company undertakes. Retained executive search has emerged as a preferred approach for companies seeking exceptional leadership, offering advantages that set it apart from other recruitment methods. Below, we explore the reasons why businesses opt for this method and why it delivers superior results. 

Comprehensive and Focused Talent Acquisition 

Retained executive search firms provide organizations with access to a deep pool of highly qualified candidates, many of whom are not actively seeking new opportunities. These firms operate with an exclusive mandate, dedicating their efforts to filling specific roles for a single client at a time. This exclusivity ensures a focused, personalized, and meticulous approach to finding the right candidate. 

The process begins with a thorough understanding of the client’s goals, culture, and long-term vision. This ensures that the recommended candidates not only have the required skills and experience but also align seamlessly with the organizational values and leadership needs. 

Commitment to Delivering High-Quality Results 

Unlike contingency recruitment models, where firms are compensated only if they successfully place a candidate, retained executive search firms work on a pre-agreed fee structure. This model fosters a higher level of commitment and accountability. Retained search firms dedicate significant resources to each assignment, leveraging their networks, industry expertise, and assessment methodologies to identify candidates who meet the highest standards of excellence. 

By focusing on quality rather than speed, retained search firms help organizations avoid costly hiring mistakes. This is particularly important for executive roles, where the stakes are exceptionally high. 

Extensive Market Research and Confidentiality 

Retained executive search firms conduct in-depth market research to identify and evaluate potential candidates. They utilize their extensive networks, proprietary databases, and industry insights to map out talent pools effectively. This rigorous research ensures that no stone is left unturned in the quest for the ideal leader. 

Additionally, retained executive search provides unparalleled confidentiality. Whether an organization is replacing an underperforming leader or pursuing strategic changes, discretion is critical. These firms handle sensitive assignments with utmost care, protecting the reputations of both the hiring company and potential candidates. 

Structured and Transparent Process 

The retained executive search approach is known for its structured and transparent methodology. The process typically includes: 

Initial Consultation: Understanding the client’s needs, organizational structure, and leadership requirements. 

Position Profile Development: Creating a detailed job description that outlines key responsibilities, qualifications, and desired competencies. 

Research and Sourcing: Identifying and reaching out to potential candidates through a combination of market research, network engagement, and targeted outreach. 

Assessment and Evaluation: Conducting comprehensive interviews, psychometric tests, and reference checks to assess each candidate’s suitability. 

Presentation of Candidates: Delivering a shortlist of top-tier candidates, complete with detailed profiles and evaluation summaries. 

Ongoing Support: Providing assistance during the interview, negotiation, and onboarding phases to ensure a smooth transition. 

This well-defined process minimizes uncertainty, maximizes efficiency, and ensures that all stakeholders are aligned throughout the search. 

Long-Term Partnership and Strategic Insight 

One of the key benefits of retained executive search is the long-term partnership that develops between the client and the search firm. By working closely with clients over time, retained firms gain a deep understanding of their strategic goals, organizational culture, and leadership dynamics. This insight allows them to deliver candidates who not only excel in the short term but also contribute to the company’s success for years to come. 

Moreover, retained search firms often provide valuable market intelligence and benchmarking data, enabling organizations to make informed decisions about compensation, role structuring, and talent trends. 

Why Leading Companies Trust Vantedge Search 

Vantedge Search has earned a reputation for delivering exceptional retained executive search services. Our team is dedicated to helping companies identify and attract the leadership talent they need to thrive. By combining industry expertise with a client-first approach, we ensure that every search assignment is handled with precision, professionalism, and care. 

Whether you’re looking for a transformational leader to drive innovation or a seasoned executive to strengthen your team, Vantedge Search is your trusted partner in achieving recruitment excellence. 

Conclusion 

Retained executive search is more than just a recruitment method; it’s a strategic investment in an organization’s future. By providing access to the highest caliber of talent, ensuring a rigorous and confidential process, and fostering long-term partnerships, this approach delivers unmatched value for companies seeking leadership excellence. 

If your organization is committed to securing the best talent, consider the retained executive search model as your pathway to success. 

[cfdsupportofficial]

Mastering CFD Preprocessing: Key Steps for Accurate Simulation Results

Computational Fluid Dynamics (CFD) has become an essential tool in engineering and design, allowing for the simulation of fluid flow, heat transfer, and other complex physical phenomena. However, one of the most critical phases of a successful CFD simulation isCFD preprocessing. This step involves setting up the simulation with the right parameters, ensuring the model is ready for accurate and reliable results. Mastering CFD preprocessing is key to avoiding errors that can distort your results and waste time.

Here are the essential steps to follow for effective CFD preprocessing:

1. Geometry Creation and Cleanup

The first step in CFD preprocessing is creating or importing the geometry of the object or system you want to simulate. It’s crucial that the geometry is accurate and represents the real-world scenario as closely as possible.

Once you have the geometry, it needs to be cleaned up. This involves fixing issues like duplicate surfaces, sharp edges, and small gaps that can negatively affect the simulation. Geometry issues can cause the solver to fail or produce incorrect results, so taking time to clean it up ensures a smooth process.

2. Meshing: The Foundation of Accurate Results

Meshing is one of the most important aspects of CFD preprocessing. The mesh breaks down the geometry into small, discrete elements that the simulation software uses to solve the fluid dynamics equations.

A good mesh should be fine enough to capture important details, especially in areas with high gradients like boundary layers or regions with complex flow. However, the mesh should not be so fine that it drastically increases computational cost. Finding the right balance between mesh refinement and computational efficiency is critical for achieving accurate results without overloading your system.

3. Defining Boundary Conditions

Once the geometry and mesh are ready, it’s time to set the boundary conditions. These define how the fluid interacts with the surfaces and edges of the geometry. Common boundary conditions include specifying inlet and outlet velocities, pressure, and temperature values.

Inaccurate boundary conditions can skew the entire simulation, so it’s important to define them based on realistic physical data or experimental results. For example, setting a proper inlet velocity profile for the flow can have a big impact on the overall simulation accuracy.

4. Selecting the Appropriate Solver and Model

Another crucial step in CFD preprocessing is selecting the right solver and turbulence model for your simulation. Depending on whether you're working with incompressible or compressible flow, laminar or turbulent flow, different solvers and models should be applied.

Selecting the wrong solver or turbulence model can lead to poor results or unnecessarily long computation times. For example, a high-Reynolds number flow will require a turbulence model, such as the k-ε or k-ω model, whereas laminar flows will not need such models.

5. Initial Conditions and Convergence Settings

Setting proper initial conditions is key to guiding the simulation towards a stable solution. While boundary conditions define the external flow environment, initial conditions provide an estimate for the internal flow field. Although the software iteratively calculates more accurate results, good initial conditions help accelerate convergence.

Convergence criteria also need to be defined in preprocessing. These criteria tell the solver when to stop iterating, indicating that the solution has stabilized. If convergence settings are too loose, the results may be inaccurate. Conversely, too strict convergence criteria could lead to excessive computational times.

6. Validating and Testing the Setup

Before running the full simulation, it’s wise to test the setup on a smaller scale. This can involve performing a grid independence test, where you run the simulation with different mesh sizes to ensure that results are not overly dependent on the mesh. This step helps you validate the simulation settings and refine your preprocessing setup.

Conclusion

Mastering CFD preprocessing is essential for obtaining accurate and reliable simulation results. From geometry cleanup and meshing to selecting the right solver and boundary conditions, each step plays a vital role in ensuring a successful simulation. By following these key steps, you can improve the efficiency and precision of your CFD analyses, leading to better insights and more informed engineering decisions.

[openteqsolutions]

OpenTeQ Expert NetSuite Consulting Services: Driving Efficiency and Growth

NetSuite consulting services involve helping businesses implement and optimize their NetSuite ERP solution in the exact manner specific to their needs. These services provide professional guidance in each step, including analysis at the preliminary levels of setting up and implementing a NetSuite solution for companies. Organizations will ensure that they take full advantage of their ERP investment by harmonizing the system with goals, business processes, and growth needs through OpenTeQ's NetSuite consultants. For either streamlined operations, third-party applications integration, or improved reporting and analytics, NetSuite Consulting Services gives strategic advantage to ensure capabilities of the system are put to optimal use.

Consultants also provide excellent staff training on how to effectively utilize NetSuite. As such, strategy advice combined with hands-on support ensures the company works their way through the complexities of NetSuite while rolling out their core business activities. OpenTeQ's consultants empower businesses to unlock their full potential within their NetSuite ERP platform and realize strong performance across diverse functions.

NetSuite Financial Software

The financial software at NetSuite is strong, enabling the companies to develop and automate their core financial processes while providing improved financial visibility. It contains accounts payable and receivable, general ledger, tax management, and financial reporting capabilities that make it an excellent financial software for businesses. This is integrated with other business functions, including CRM, inventory, and supply chain, thereby ensuring financial data is accurate and up to date.

OpenTeQ is also making it possible for a business to automatically maintain its financial software through the deployment of NetSuite Financial Software. In this manner, by using NetSuite, businesses can limit or minimize handing over extra work to people, thus reducing errors and greatly aiding in the provision of decisions based on real-time financial reports.

NetSuite for Manufacturing

NetSuite for Manufacturing allows a company to have a comprehensive ERP solution for a manufacturing company. It is a platform that consolidates and combines the business of manufacturing operations through financial, inventory and supply chain processes to present an integrated view of the entire business. With the help of NetSuite for Manufacturing, companies can manage work orders as well as provide effective inventory tracking which ensures that the schedules are aligned to an appropriate standard with the customer's demand.

OpenTeQ helps manufacturers to automate the production process and get their manufacturing rights through the help of NetSuite. It ultimately reduces costs, increases productivity, and offers top quality productions by integrating each phase of the manufacturing cycle-from planning to delivery. OpenTeQ ensures manufacturers can take advantage of all the tools NetSuite has to offer to ensure production and operational goals are met.

NetSuite for Manufacturers

The manufacturers face a lot of issues, and what NetSuite for Manufacturers does is provide the solutions to these. Features such as demand planning, shop floor management, and quality control help the manufacturers gain better control over their operations. The platform supports multiple manufacturing models: discrete, process, and mixed-mode manufacturing.

The implementation services of OpenTeQ will help the manufacturer use all NetSuite capabilities. NetSuite provides the ability to view production processes, stock, and financial performance in real-time-which equips a manufacturer to make good decisions. OpenTeQ customizes NetSuite to exactly fit the unique needs of each manufacturer so that the ERP system supports growth and operational efficiency.

NetSuite Services Company

As a full solution NetSuite Services Company, OpenTeQ offers a portfolio of services designed to help businesses get the very best from the comprehensive suite of solutions that NetSuite offers. From consulting and system implementation through support and customization, OpenTeQ will make sure that the benefits your business derives from NetSuite's operation are taken to new heights. OpenTeQ has its expertise in a diverse range of industries and comes up with tailor-made solutions to address specific business challenges.

This would encompass ERP integration, data migration, system upgrades, or anything that has to do with the administration of a successful ERP system. What has made OpenTeQ's NetSuite Services Company stand out is its commitment to providing bespoke, scalable solutions that can help any organization optimize and transform the way it operates to increase its efficiency.

IndustryActivation

IndustryActivation is the positioning of business technology to serve specific needs inside the industry for operational excellence. For NetSuite, this takes the form of tailoring the ERP platform to challenge specific and certain industry needs: manufacturing, retail, health, and services. OpenTeQ's approach via IndustryActivation customizes NetSuite to its clients' specific industry needs to ensure that businesses receive optimum benefits from their ERP investments.

Aware of the differences in the sector in question, OpenTeQ will apply particular solutions of NetSuite to the pain points and distinctive operational challenges different sectors face. This means OpenTeQ helps businesses reach their potential and unleash their capabilities to stay abreast with their sector but also innovate and grow.

Conclusion

NetSuite Consulting Solutions of OpenTeQ enables businesses to understand and implement net ERP to achieve optimum advantage from this system. In-depth knowledge about NetSuite Financial Software presents an opportunity to streamline financial processes for better real-time reporting.

Concentration on NetSuite for manufacturing helps tailor-made ERP solutions fulfill specific requirements of manufacturers aiming for improved production and inventory management. An open platform for NetSuite Services Company, OpenTeQ, provides end-to-end services across different industries to ensure a maximum output through ERP investments. Through their IndustryActivation approach, OpenTeQ tailors the suitability of NetSuite to accommodate every industry's unique operational needs and empower every business to succeed in its sector.