中小盘主题：AI+主题系列（一）：AI4S赋能的新材料研发变革

Core Insights - AI4S represents the fifth paradigm of scientific research, integrating artificial intelligence into the entire research process to create a smart closed-loop of hypothesis generation, experimental validation, and theoretical iteration [2] - The fourfold value of AI4S includes accelerating scientific discovery, breaking traditional method limitations, reducing research costs and barriers, and driving interdisciplinary innovation [2] Industry Overview - The new materials research sector faces challenges such as complex systems, vast parameter spaces, and unclear structure-activity relationships, which AI4S can address through unified data modeling, cross-scale simulation, and autonomous experimental platforms [3] - The emergence of high-quality material data and advancements in deep learning technology have led multiple companies to adopt AI4S for new materials development [3] Company Developments - Zhite New Materials is collaborating with Quantum Technology Yangtze River Delta Innovation Center and Micron Era Digital Technology to promote the application of AI and quantum technology in new materials [4] - The company has signed a memorandum of cooperation with the University of Science and Technology of China to establish an AI4S innovation platform and develop high-performance sunscreen and heat-insulating materials [4]