京师数学前沿论坛 第五十六讲
京师数学前沿论坛
报告题目(Title)：Towards the integration of computer-aided design and engineering: The random feature method
报告人(Speaker)：陈景润教授 中国科学技术大学
地点(Place)：后主楼1124
时间(Time)：2026年11月11日 14：00-15：00
报告摘要
Integrating computer-aided design (CAD) and computer-aided engineering (CAE) requires solving partial differential equations (PDEs) over complex geometries, while optimizing quantities of interest with respect to geometric parameterization under physical constraints. This talk will introduce artificial intelligence (AI)-enabled differentiable methods to tackle these challenges. Specifically, we will present: (1) an AI-enabled differentiable framework that automates the structural optimization process with little manual intervention; and (2) the random feature method for solving PDEs, which offers robust accuracy and effectively manages complex geometries.
主讲人简介
陈景润，中国科学技术大学数学科学学院/苏州高等研究院教授、博士生导师。主要研究方向为科学计算与人工智能以及工业软件的落地应用。目前依托苏州人工智能实验室开展AI赋能工业软件的研发。
