陈 宗 奕    Zong-Yi Chen Senior Undergraduate Student, LAMDA Group School of Intelligence Science and Technology State Key Laboratory of Novel Software Technology Nanjing University, Suzhou 215163, China Supervisor: Assistant Professor Shao-Qun Zhang. Email: chenzy{at}lamda{dot}nju{dot}edu{dot}cn

Biography

Currently I am a senior undergraduate student of School of Intelligence Science and Technology in Nanjing University and a member of LAMDA Group, led by professor Zhi-Hua Zhou. I have been recommended for admission to pursue my Ph.D. at the same school under the supervision of Assistant Professor Shao-Qun Zhang.

Research Interests

My research interests lie broadly in machine learning theory and AI for Science. In particular, I am interested in representation learning, generalization theory, and learning-based methods for partial differential equations. My current work focuses on developing principled machine learning methods for scientific problems, especially AI for PDEs, where learning algorithms are used to solve, understand, and discover partial differential equations from data.

Publications

Shao-Qun Zhang, Yong-Ming Tian, Zong-Yi Chen, and Xun Lu. A Unified Kernel for Neural Network Learning. Frontiers of Computer Science, in press, 2026. [arXiv]

Correspondence

Email: chenzy{at}lamda{dot}nju{dot}edu{dot}cn

Institution: School of Intelligent Science and Technology, Nanjing University, Suzhou 215163, China

Address: Nanjing University Suzhou Campus, No. 1520 Taihu Avenue, Huqiu District, Suzhou 215163, China