All Chapters of I Know What Science Doesn’t: Chapter 11
- Chapter 20
77 chapters
Chapter 011
Over the next two days, Daniel buried himself in refining his paper.The title read "Approximate Transformations of Seven Higher-Order Determinants," focusing on the approximate transformation of third-order determinants. "Approximate" meant the transformation didn't preserve the original form exactly, but when numerical values were substituted into calculations, the results came out linear and remarkably close to those produced by the original determinant.He submitted the paper to the Journal of Applied Mathematics, an English-language academic publication under the Academy of Sciences. It held a T2 rating and was indexed in the international SCI database.The reason for choosing this journal was simple. Two words: connections.Gideon Pierce knew editors at the Journal of Applied Mathematics. He also knew several peer reviewers and served as an invited reviewer himself.Daniel was just a doctoral student who hadn't even officially enrolled yet. If he submi
Chapter 012
Daniel had barely stepped back into the workspace when Natalie rushed over, her voice tinged with astonishment. "You actually asked a question during the meeting! That's incredible!"Her eyes were wide with genuine surprise as she continued, "Meetings like that feel completely disconnected from us. Everything discussed is so specialized, so technical and in-depth." She shook her head slightly. "Normally we just sit there and listen. We don't speak up because, honestly, we wouldn't even know what to say."Leo entered from outside and gave Daniel an approving thumbs-up. "Impressive work."As doctoral students, their involvement in the project was nominal at best. They were there to learn from their advisors, doing the work assigned to them while they learned the research directions.Yet Daniel had spoken up. He'd raised a question about the project's core research direction and even expressed confidence in the Stanene approach.Both Natalie and Leo found it re
Chapter 013
"What did he say?!"Elias had barely set down his phone when a sharp voice demanded an answer from beside him.It was Harold Wainwright, the instructor for Mathematical Methods.Professor Wainwright was pushing sixty, his sparse hair arranged haphazardly across his scalp. His furrowed brow creased his forehead into deep lines as he glared at Elias. A veteran professor in the mathematics department, he had been teaching Mathematical Methods for over two decades. His age, credentials, and teaching expertise earned him the respect due to a senior figure in the field.Without waiting for Elias to respond, Professor Wainwright launched into a lecture. "Professor Vance, I need to say this again.""Your student skipped class on the very first day. What kind of attitude is that for a doctoral candidate?"This was precisely why Professor Wainwright was furious.Mathematical Methods, formally known as Mathematical Physics Methods, represented a critical inte
Chapter 014
In physics, the purpose of mathematical modeling is to describe a problem so it can be solved through mathematical means.The process of building the model isn't what matters. What matters is the result, the verification.If a model's verification is accurate, then it doesn't matter if the numbers and symbols were cobbled together from disparate sources. But if the data doesn't validate, even the most rigorous derivation is meaningless.That's why this kind of research is difficult for anyone but top scholars to publish, and nearly impossible to get peer-reviewed in the first place.When Elias Vance said he'd arrange for a specialized institution to verify the model, he was offering a viable path forward. More than that, he was leveraging his connections to make it happen.Daniel felt a surge of gratitude.After finishing the discussion about model verification, Elias moved on to other matters. "Now that the semester's officially started, you need to st
Chapter 015
All seven data sets fell within the acceptable range.It was almost too good to believe.Miles knew the mathematical model represented cutting-edge research, and his old classmate obviously wanted to validate it against real-world data. But when dealing with correlations between substrate atomic layers, electron layers, and device characteristics, even the slightest breakthrough counted as remarkable. Most of the time, there was no progress at all.The typical result would be half the data falling within the acceptable range, with the other half exceeding it. Such an outcome would be essentially meaningless, indicating the mathematical model had failed.If most data fell within range while a minority exceeded it, that suggested the model had potential for refinement. However, since outliers existed, even with adjustments, the practical application value would remain limited.Having every single validation point fall within the acceptable range? That was beyo
Chapter 016
"That model... NovaCore Technologies' R&D department ran over sixty sets of verification data through it.""Every single one came back within range!"The moment Logan left, Elias finally shared the news he had been holding back. That was why he'd seemed impatient while advising Logan. It wasn't that he disliked the guy. The news was simply too significant.Daniel was pleased as well.The results were expected. Any verification errors would have only indicated problems with their calculations on the other end.Now that the verification had come back completely accurate, it also confirmed the correctness of the model's research direction."NovaCore's taking the model seriously. They said they'll send people over next week, probably Monday or Tuesday.""We don't know the specifics yet, but if we can get access to their experimental data, we'll be able to refine the model further. That is right, isn't it?"Elias didn't know the model's derivat
Chapter 017
The second-floor conference room of the Applied Electromagnetics Laboratory was packed. Everyone had taken their seats around the meeting table, dividing naturally into two camps.On the right sat the delegation from NovaCore Microelectronics: Miles Carter, Charles Rivers, and Eric Shaw, along with Evan Cross, an administrative assistant sent by the College of Natural Sciences.On the left were Dr. Vance, Walter, and Professor Croft, with three associate researchers and a doctoral student filling in the rows behind them. Ten people in total.Daniel stood at the front podium, connecting his phone to the conference room computer. A moment later, the images on his phone appeared on the projection screen.The wall lit up with a dense array of mathematical expressions.Standing to one side and gesturing toward the display, Daniel smiled faintly. "Everyone, please take a look. This is the correlation model linking semiconductor substrate atoms, electrons, and devi
Chapter 018
Miles Carter and his two colleagues hadn't actually left.They'd only returned to their hotel to rest. After traveling over six hundred miles to Kingsley, there was no way they'd head back the same day. Better to wrap everything up in one trip if possible.The three of them had been discussing the meeting the entire way back."From what I heard, there's nothing questionable about it. Setting aside the research methodology, the model itself is definitely legitimate.""That doctoral student really knows his stuff. His explanations were thorough, with every parameter analyzed and every result interpreted. He even covered the microscopic correlations in detail.""His grasp of semiconductor manufacturing fundamentals and technical theory is seriously impressive."Charles Rivers suddenly chimed in, "Doesn't the company do campus recruiting at Kingsley University every year? We should lock down talent like that early."Miles laughed and shot back, "You're
Chapter 019
Daniel Hayes meant it. He really wanted to sell.Miles Carter studied him for a long moment, searching Daniel's face for any hint of a joke. There wasn't one. Still, something about this felt off."Of course!" Miles suddenly understood. "He's just a doctoral student."On one hand, he probably didn't know better. On the other, maybe cash mattered more to him than prestige.Miles glanced at Elias, giving him a pointed look that said, We're not taking advantage here. Your student genuinely wants to sell.After a brief hesitation, he named a figure. "Five hundred thousand."Daniel stood immediately and turned toward the door. "So you're just looking to take the methodology for nothing?"Five hundred thousand? Did they have any idea how valuable device-substrate correlation research was to a semiconductor company? That amount wouldn't even cover the system upgrade cost he needed. He'd be better off keeping the research to himself.Eric Shaw quickly
Chapter 020
What happened at the Applied Electromagnetics Lab wasn't exactly a secret.A doctoral student selling a research method for nearly two million dollars? That wasn't your everyday campus news.The next morning, at Kingsley University's Institute for Micro- and Nano-Optics, Edmund Cole sat in his office, looking thoroughly worn down as he dealt with a female researcher who'd come demanding funds.Professor Cole wore many hats. Academy of Sciences fellow. Deputy Director of Kingsley University's College of Natural Sciences. Dean of the Department of Physics. And director of the Institute for Micro- and Nano-Optics, a nationally designated key research facility.As a national key research facility, the Micro-Nano Optics Institute operated on a substantial scale, employing over forty researchers alone.Elaine Foster was one of them.She specialized in optical sensing and led a team working on visual light perception modeling. Put simply, they were researching