研究时间大为缩短 上海交大团队将AI模型引入热辐射超材料设计
Huan Qiu Wang Zi Xun·2025-07-03 11:42

Group 1 - The Shanghai Jiao Tong University team has made a significant breakthrough in AI-driven thermal radiation metamaterials, which was published in the journal Nature [1][3] - The AI model developed by the team can rapidly generate over 50,000 candidate designs in just three months, a process that would take an unquantifiable amount of time using conventional methods [1][3] - The research focuses on metamaterials that can effectively manage excess heat, with applications in aerospace thermal control and energy-efficient building cooling [3] Group 2 - The introduction of AI into the research process represents a shift towards a data-intensive fourth paradigm of scientific research, emphasizing the integration of machine learning [3] - The team has spent approximately five to six years developing this AI model, which enhances design dimensions, speed, and performance in creating thermal radiation metamaterials [3] - The unique microstructure and material composition of metamaterials present millions of design possibilities, which the AI model helps to navigate efficiently [3]