From top student in college to scientific research powerhouse

Chapter 21 is really high quality!
The next morning, in an empty office on the third floor of the Applied Electromagnetism Laboratory.

There were three desks side by side in the room.

One of the desks had a computer screen displaying a dense array of data files.

A large stack of handwritten documents was piled on the table.

Standing in front of the computer, Zhang Minghao explained to the other three, "These files are experimental data used for research; they are all publicly available data."

"The following files contain algorithms for analyzing data, as well as files that record the output values."

He patted the handwritten documents and said, "These are all manually analyzed materials..."

Looking at the large stack of documents, Li Jiaxin and the other two were so surprised that they just grinned.

Li Jiaxin flipped through the documents and couldn't help but ask, "You made all of this yourself?"

Zhang Minghao nodded, "It involved more than a dozen days and nights of hard work. Let's start with the analysis of the experimental data."

He then began to talk about data analysis issues.

Experimental data analysis, from analysis methods and algorithms to analysis results.

Finally, perform the calculations.

The data analysis is fine, and the algorithm and analysis results are also fine.

When they got to the 'manual calculation' step, Li Jiaxin and the others were immediately stumped. "How is this related?"

Did you skip a step?

"I didn't understand that step just now, could you explain it again..."

This relates to the correlation between substrate and device data.

Zhang Minghao's explanation sounded very simple; it just involved transforming and calculating the data, and then directly linking them together.

He repeated it again.

Li Jiaxin and the others followed the explanation, thinking and understanding very seriously. They felt as if they understood, but upon closer inspection, they were still confused.

The three of them studied and discussed it together for a while before they roughly understood the general idea.

Li Jiaxin asked, "This is just one analysis, right? It's done once for every data packet?"

"Correct."

Zhang Minghao affirmed, "With more data and more analysis, the connections will become clearer, until they approach 100%."

He then explained, "The correlation can never be 100%. There are approximations in the transformations and calculations along the way, and there are also deviations in the experimental data."

The three nodded in understanding.

"The next step is to determine the calculated values..."

This step involves calculating the experimental values.

The calculation method is very clear: it involves a large amount of computation, including by computers and by humans, to convert experimental data into real numerical values.

Li Jiaxin and the others understood immediately.

At the same time, it is understood why a large amount of computation is required, and why each experimental data needs to be analyzed, summarized, and 'approximately' transformed.

Approximate transformations require manual intervention, and some even require special analysis and research.

The next step is to verify the numerical convergence.

"We need to perform a convergence verification on the values ​​calculated in the previous step."

"This process of correcting parameters." Correcting parameters is also the core of the research methodology.

Li Jiaxin and the others listened even more attentively.

Zhang Minghao explained very slowly and in great detail, going through each small step before moving on to the next.

Li Jiaxin and the others still felt they couldn't keep up with the train of thought. "Stop!"

"How did we get through that? From that step just now to this step now?"

"Shouldn't we just use 'so' directly?"

Zhang Minghao explained, "That's right, the two steps can be directly converted. You'll understand once you study it."

As he spoke, he produced a handwritten document, "This is the detailed analysis process, take a look..."

The group took the handwritten materials and huddled together to study them carefully.

After more than twenty minutes, they confirmed that Zhang Minghao's statement was correct and that the conversion process was indeed as described, but it would take a lot of time to analyze.

If they struggle with writing research materials, imagine how difficult it must be for them to translate them into practical applications...

How to do it?
Li Jiaxin and the others were all confused.

The handwritten materials were completed directly by the other party, and the explanation was only briefly mentioned.

"Could it be us...?"

Li Jiaxin suddenly recalled a phrase Shi Yaokun had used: "Incompetent?"

He twitched the corner of his mouth.

Zhang Minghao continued his explanation, going into great detail from beginning to end, patiently explaining every analysis, every step, and every process.

He provided detailed answers to any questions Li Jiaxin and the others had, fully explaining his research methods.

A whole morning has passed.

After a quick lunch, the explanation of the research methodology continued.

Before we knew it, it was getting dark.

Zhang Minghao was too tired to speak, but he finally finished explaining all the parts.

Li Jiaxin and the others were also very tired; they felt that a single day had consumed a month's worth of mental energy.

The problem is, there are still some parts I don't understand!

Zhang Minghao thought for a moment and said, "How about this, you all make copies of all these materials and take them back to study and analyze them slowly. You should understand the whole process by now, right?"

"understood."

The three answered somewhat dejectedly.

"Take the data back and find more people to study it together, and everyone will understand."

"Ask me if you have any questions." "Okay."

The three of them exchanged a glance and all agreed that it was a good idea.

They did understand the overall process, but many details still need further examination. There are handwritten documents and data, so they can study them further when they get back.

There are some details they genuinely don't understand.

The feeling wasn't that the other person was explaining the problem, but rather that it was entirely a problem of my own ability.

Even a small step in handwritten documentation can take them a long time to analyze.

Isn't this just a matter of ability?
Looking at the young doctoral student in his early twenties in front of them, the group felt severely discouraged. No wonder he was able to produce such impressive results.

That's really high level!
……

The group left the office.

They went to the lobby on the first floor and met the manager, Lin Ming, who was waiting there.

Xue Kun was also there.

Li Jiaxin and the others all looked haggard, which puzzled Xue Kun. He pulled Zhang Minghao aside and asked, "What happened?"

Zhang Minghao also felt mentally exhausted. He rubbed his eyes and replied, "I've finished talking about everything."

"them?"

"You're probably just too tired..."

Xue Kun nodded understandingly, "It's getting dark, you should go back and get some rest."

the other side.

Manager Lin Ming and Li Jiaxin walked out of the laboratory together and couldn't help but ask, "Engineer Li, what's going on here?"

"Oh~~~"

Li Jiaxin let out a long sigh.

"Is there a problem with the research methodology?" Lin Ming guessed, then immediately said, "If there's a problem, we should talk to him. We spent nearly two million."

Li Jiaxin remained silent.

Another researcher chimed in, "It's not their problem, it's our problem."

"Huh?" Lin Ming asked, puzzled.

"Not skilled enough!"

Li Jiaxin continued to sigh, "It was a very fulfilling day. I learned a lot and also realized the gap between us."

"Just a few thoughts from them are enough to keep us analyzing for a long time!"

"The only thing we can be sure of is that the research method is sound, but as he said, we need to find highly qualified people to conduct the research."

Lin Ming looked at the group and hesitated before saying, "Aren't you...?"

The three people opposite them waved their hands in unison and said, "I'm completely incapable!"

Don't look for me!

"I'd rather stay in the lab!"

……

Zhang Minghao was walking on the road, exhausted after talking about research methods all day.

However, he was in a good mood.

As expected of a large listed company, the buyout fee for Xinchuang Technology has already reached the individual's account.

Payment received: 1480000.

The buyout price for the research method was 185 million, and the contract was processed as a patent transfer. The patent transfer declaration requires a 20% tax.

185 million, minus 37.

Normally, a stamp duty of 0.03% is also payable, which is paid by the startup company.

Earning over a million yuan at once is a first for me, both of my lifetimes combined.

Every cell in my body was radiating joy, and I felt as if I were floating. I couldn't help but smile, and I felt very calm and confident.

Looking around again, the world seems completely different!

"Don't float! Don't float!"

"Just over a million, it's nothing, just a small amount. There will definitely be more and more in the future..."

"It's only just begun!"

Zhang Minghao kept reminding himself, and he opened the system to check—

[Thinking level: 79.]

[Body: 60.]

[Academic Reputation: -168]

Wealth: Approximately 148 million.

Your thinking assessment score is already close to the '80' required for the upgrade. With a little more effort in learning and acquiring more knowledge, you will be able to reach your goal.

Academic reputation also improved, but the increase was not significant.

"Perhaps it's the influence of my surroundings? Some professors or others know about my research, which helps to enhance my academic reputation... but there are just too few of them?"

Wealth directly reaches the level required for the upgrade, and the numerical unit also changes to 'ten thousand'.

You still need to exercise!

"60 points is still a long way from 70 points. It's hard to improve that much just by exercising in the morning."

"Does this mean I need to work out?"

"Or find a sport and stick to it every day?"

Zhang Minghao simply started jogging. "I'm not waiting until tomorrow, let's start exercising now!"

"Running to eat..."

(End of this chapter)