Sci-Tech

AI empowers scientific research from 'individual combat' to 'group charge'

2026-04-29   

On April 28, the Chinese Academy of Sciences released the "Panshi 100" model system. This system will promote the empowerment of artificial intelligence (AI) in scientific research from decentralized and closed single point exploration to collaborative and efficient platform innovation, providing intelligent support for cutting-edge research in various fields. The "Panshi 100" model system is based on the "Panshi · Science Foundation Big Model", with big models from eight major disciplines as the backbone, and over a hundred application models and intelligent agents as branches and leaves. It has built a comprehensive, efficient and interconnected digital scientific research and innovation platform. The "Core Brain" constructs an intelligent base as the "Core Brain" of this system, and the newly upgraded "Panshi · Science Foundation Big Model 1.5pro Edition" is particularly eye-catching. "It is made of 6.5 million pieces of high-quality scientific reasoning data, and has deployed three scientific modal models of 'wave base', 'spectrum base' and 'field base', realizing a deep understanding of a variety of scientific data." Zeng Dajun, a researcher at the Institute of Automation of the Chinese Academy of Sciences, introduced. In terms of "wave" data, it can capture potential patterns from complex temporal signals such as electromagnetic waves, seismic waves, and even gravitational waves, promoting the evolution of astronomical observations from "lag analysis" to "real-time warning". Faced with "spectral" signals such as X-ray diffraction spectra and Raman spectra, it can accurately reflect the composition and structure of substances, and has blossomed in the fields of chemical materials and biomedicine. When processing "field" data such as velocity field and pressure field, it brings industrial fluid simulation into the era of "minute level" rapid response, opening up a new high-throughput research and development mode of simultaneous design and simulation. This intelligent base not only "understands" scientific data, but also directly empowers the entire scientific research process. The "literature compass" it carries can compress the research cycle of in-depth studies by more than half, improving the writing efficiency of papers and reports by 5 to 10 times; The "Innovation Evaluation" system can keenly perceive cutting-edge dynamics and assist researchers in efficiently identifying innovation directions; The 'Intelligent Agent Factory' has accumulated over 2000 scientific research tools and has initially achieved autonomous closed-loop of the intelligent tool chain. In many scientific research scenarios, users only need one instruction to automate the entire process from data acquisition to research report generation; In the rankings of scientific knowledge Q&A and intelligent agent long-range reasoning ability, the Panshi Science Foundation Large Model has reached the flagship model level. ”Zeng Dajun said. The 'Intelligent Vanguard' not only has a solid foundation to overcome disciplinary challenges, but also has dispatched 8 'Intelligent Vanguard' teams to deeply cultivate specific fields, promoting the accelerated expansion of disciplinary boundaries. In the kingdom of mathematics, the "Panshi · Dayan Zhizheng" big model breaks through the bottleneck of theorem proof and equation solving, supporting difficulties such as large-scale complex fluid computational simulation; In the world of microphysics, the "Panshi · Dr. Sai" large model has significantly improved the efficiency of particle physics analysis and has changed the exploration method in large scientific facilities such as the Beijing Spectrometer Experiment; On the material research and development line, the "Panshi Zhurong" large model has achieved "on-demand design and precise preparation" of new materials, reshaping a new model of research and development; In the field of astronomy, the "Panshi · Jinwu" large model can automatically and intelligently predict solar flares, promoting a paradigm shift in space weather research. In response to global climate concerns, "Panshi Yuheng", as the world's first panoramic carbon emission accounting system, has preliminarily drawn a high-precision carbon hologram at the national level; In the nearby space adjacent to space, "Panshi · Lingkong" has become the first large-scale model in the field with deep cognition and complex reasoning ability at home and abroad, fully empowering flight control and engineering practice; Looking at the vast land, the "Panshi Kunyuan" geographic intelligence model helps researchers reveal the plateau and soil patterns, and develop China's first national standard for landform classification coding; At the forefront of life sciences, the "Rock Digital Cell" model has shown amazing potential. It discovered three previously unknown drug targets within 30 days, all of which were validated through wet experiments (an empirical verification process conducted through laboratory operations), bringing new hope for personalized and precise diagnosis and treatment. The Panshi Science Foundation Model focuses on common scientific research needs and promotes interdisciplinary breakthroughs, while the Discipline Domain Model focuses on solving fundamental problems in the field. The two work together to form a digital intelligence capability that supports various scientific research breakthroughs. ”Zeng Dajun said, "At present, the 'Panshi 100' model system has been popularized and applied in more than 50 units of the Chinese Academy of Sciences, covering more than 100 scientific research scenes, showing great potential in typical scenes such as high-speed railway flow field reconstruction, spectral identification, and material discovery."

Edit:Momo Responsible editor:Chen zhaozhao

Source:Science and Technology Daily

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