They're already in university, and the primary school system is only just starting out?

Chapter 113 Forty-three percent

"President Chen!" Zhu Jianqing slammed his hand on the table excitedly, making the decision on the spot, "The money, I'll arrange for someone to transfer it to you right now!"

"That's great." Chen Lin felt there were no problems. He was just about to take out his phone and ask Huang Yiyi to send over the contract template he had prepared earlier.

But just then, Shen Yan, who was beside him, suddenly leaned over and whispered a few words in his ear.

Upon hearing this, Chen Lin raised an eyebrow slightly and then fell into deep thought.

A few seconds later, he looked up and gave Zhu Jianqing, who was looking at him expectantly, a warm smile.

"Chairman Zhu, there's no rush."

He said slowly, "It wasn't easy for us to come all the way from Tianjin. How about this, your company could test my proposal first and see if there are any issues with the details."

"I can make the necessary revisions and adjustments while we're still here. Otherwise, communicating online after we return to Tianjin will be less efficient."

Upon hearing this, Zhu Jianqing was slightly taken aback and didn't react for a moment.

On the contrary, Dr. Yan Feifei, who was standing next to him, seemed to have just finished a brief phone call. Her eyes flashed, and she immediately stepped forward to report to Zhu Jianqing: "Chairman, I have just contacted the technical team!"

They said they could immediately organize a team to conduct rapid computer simulations to verify the core components of Mr. Chen's framework using our existing data! Preliminary results could be obtained within two hours!

Upon hearing this, Chen Lin immediately smiled and replied, "No problem, I can wait for the results."

"Oh! Thank you so much for your understanding, Mr. Chen!" Zhu Jianqing finally came to his senses, a grateful expression on his face.

He thought for a moment, worried that Chen Lin and Shen Yan might get bored waiting there for two hours, so he immediately waved to Zhou Lele who was standing at the door.

"Lele, come here for a moment. For the next two hours, you'll take Mr. Chen and Ms. Shen on a tour of our biomedical industrial park and give them a proper introduction."

"Yes, Chairman." Zhou Lele responded immediately.

Huanrun Pharmaceutical's headquarters are located in the core area of ​​the biomedical industrial park that Haizhou has been focusing on developing in recent years.

Besides Huanrun, several other well-known domestic innovative drug companies have also settled in this park.

Huanrun Pharmaceuticals' business is not limited to the research and development of innovative drugs, but also involves the large-scale production and marketing of drugs.

Led by Zhou Lele, Chen Lin and Shen Yan first visited the modern production base of Huanrun Pharmaceutical in the park.

Looking through the thick cleanroom glass at the highly automated production lines and sophisticated instruments, Zhou Lele proudly introduced, "Huanrun has production bases of this scale in several cities across the country."

After completing the tour and returning to the company headquarters office building, it was almost time.

Chen Lin was invited back to Zhu Jianqing's luxurious top-floor office by Zhou Lele.

At this moment, only Zhu Jianqing and Gong Qin were in the office, sitting on the sofa drinking tea.

"Please have a seat, Mr. Chen," Zhu Jianqing greeted them warmly, personally pouring tea for Chen Lin and Shen Yan.

After chatting for a while, Professor Gong Qin looked at Chen Lin and suddenly asked with interest, "By the way, Chen Lin, with your current level, I guess ordinary math problems are no longer a challenge for you. I'm quite curious, what direction are you planning to research next?"

Upon hearing this, Chen Lin smiled and did not hide anything.

"I've recently become quite interested in a research area called 'Manifold Boundaries and Illusion Control in Generative Models,'" he said frankly. "If all goes well, the research results should be presented as an academic report at the mathematics conference this winter."

Upon hearing this name, Professor Gong Qin paused slightly in mid-air, his hand holding the teacup catching in his throat, and a clear look of surprise appeared on his face.

He gave Chen Lin a deep look, then burst into laughter and patted him hard on the shoulder.

"Good lad! You've got ambition!"

He praised, "This is one of the toughest challenges in the field of artificial intelligence right now! Keep up the good work! I believe you can definitely make a name for yourself!"

He lowered his voice and whispered in Chen Lin's ear, "I'll find an opportunity to mention your current situation to Academician Liang."

Academician Liang Tianshi?

Chen Lin remembered that they hadn't been in contact since they parted ways at Tsinghua University.

Chen Lin said to Professor Gong Qin, "I have a preliminary plan."

He paused, then stated clearly: "Regarding 'Manifold Boundaries and Illusion Control in Generative Models'..."

In this direction, I plan to compile my current research findings into a paper within a month and submit it for publication.

At that time, I will send a copy to Academician Liang's email address as soon as possible and ask for his corrections.

Upon hearing this, Professor Gong Qin's smile faltered slightly, and a hint of obvious surprise flashed in his small eyes. But then, that surprise turned into even stronger appreciation.

good boy!

Gong Qin secretly praised him in his heart.

He was just about to speak and offer a few more words of encouragement when someone knocked on the heavy wooden door of the office.

"Please come in," Zhu Jianqing replied.

The door was pushed open, and Dr. Yan Feifei, the head of the basic research team, walked in.

At this moment, she had changed out of her formal white lab coat and was wearing a well-tailored dark gray business suit.

But unlike her usual gentle and composed demeanor, her pace was noticeably faster than usual, and her intellectual face, adorned with frameless glasses, was filled with an irrepressible excitement, her cheeks even flushed slightly with emotion.

"Chairman!" Yan Feifei strode to the desk, handing over the tablet computer. Her voice trembled slightly with excitement. "The preliminary simulation results are in!"

Zhu Jianqing and Professor Gong Qin's eyes were instantly drawn to it.

Even Shen Yan, who had been sitting quietly to the side pretending to admire the scenery, subconsciously straightened her back, her clear eyes sparkling with anticipation.

Zhu Jianqing took the tablet, his gaze falling on the newly generated data report on the screen. He took a deep breath and asked in a low voice, "What are the results?"

Yan Feifei pushed up her glasses, seemingly trying to calm her excited emotions, but she couldn't suppress the upturned corners of her mouth.

"Based on preliminary verification by our algorithm simulation team, on the existing dataset, the Bayesian adaptive design optimization framework provided by Mr. Chen can improve the overall efficiency of our clinical trial process for novel targeted drugs by 43% while maintaining statistical power!"

"good!!!"

A loud and ecstatic shout of approval exploded like a thunderclap from a clear sky!

Zhu Jianqing suddenly stood up from the sofa. The movement was so sudden that the teacup in front of him shook and spilled a few drops of tea.

But he couldn't care less!

His refined face was now filled with undisguised joy, his eyes shone with an astonishing light from excitement, and his whole body trembled slightly!

He knew better than anyone what the number 43% meant!

Clinical trials are the most time-consuming and expensive part of the entire new drug development process!

From the start of Phase I clinical trials to final approval for market launch, a new drug can take anywhere from three to five years to seven or eight years, often requiring an investment of hundreds of millions or even billions of yuan!

Now, Chen Lin's solution can actually increase the efficiency of this most crucial link by almost half!

Even if the effect is somewhat reduced in the complex environment of reality, even if it can only reach half of the simulation effect in the end, it is still an efficiency improvement of more than 20%!

The research and development time and money saved for Huanrun Pharmaceuticals will be an astronomical figure!