What model is more suitable for the "small-scale peasant workshop" model to turn to?

The two major themes of scientific computing are cooperation with physical models and cooperation with data. He pointed out that machine learning and data-driven are promising in processing biological experimental data, designing new experiments and creating more efficient biological computing models, and will see more application scenarios in traditional scientific fields such as biology, chemistry and materials. Artificial intelligence combines scientific modeling, machine learning and high-performance computing to further develop more efficient and accurate research methods and promote the transformation of scientific research from "farmer's workshop" mode to "Android" mode.

Shi, president of West Lake University, believes that life science is a big field, not a subject represented by methods. Breakthrough and innovation in the field of computing will bring about a revolution in human cognition of the micro-world. If we want to seize this revolution, we must have the sound of * * * with it, and know and arrange it in advance with an academic eye. "I believe that with the development of artificial intelligence in this century, our understanding of the whole universe will be greatly enhanced. I believe that computing will determine the future. I hope that artificial intelligence can enter all fields and help the development of medicine. " "This research model is called the' small farmer workshop' model, and it was done by myself before and after. Its advantage is self-sufficiency, but its biggest problem is low efficiency.

It was not easy to change this research mode before, but the rise of artificial intelligence brought an opportunity to change the research mode. Owen believes that traditional research fields such as chemistry, materials, electronic engineering, chemical engineering and mechanical engineering should become the main battlefield of artificial intelligence, perhaps not only the main battlefield, but also the biggest battlefield in the next decade. "Artificial intelligence+traditional scientific research" is defined as "intelligent scientific research" by Weinan, Hubei Province. The result, he said, is to comprehensively improve scientific research capabilities and promote the upgrading of existing industries and technologies.

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