Speaker Bio

Wei Lin is a Full Professor in applied mathematics at Fudan University. He is currently serving as the Dean of the Research Institute of Intelligent Complex Systems, the Vice Dean of the School of Data Science, the Director of the Centre for Computational Systems Biology, and the Vice Director of the MOE Frontiers Center for Brain Science, Fudan University. His research interests include applied mathematics and its applications to complex systems, artificial intelligence, and computational biology. His major contributions have been published in prestigious journals and conference proceedings, including PRL, PNAS, Nature Communications, Nature Physics, NSR, Research, IEEE Transactions, SIAM Journals, AAAI, ICLR, NeurIPS. Dr. Lin is the Senior Member of IEEE. He received the Outstanding Young Scholar Fund from NSFC in 2019 and was selected as the Chief Scientist of the National Key R&D Program of China in 2018. He was a recipient of the Best Paper Prize from the International Consortium of Chinese Mathematicians in 2019 and a second recipient of the First Prize of the Shanghai Natural Science Awards in 2020.

林伟，复旦大学教授，博士生导师。在前沿交叉领域开展复杂系统、人工智能、计算生物学等应用数学研究，形成了一系列以动力学演化为要义的算法和模型，也为数字化治理体系构建提供定量和智能化方案。相关成果发表于PNAS、PRL、Nature子刊、NSR、Research、SIAM与IEEE汇刊，亦收录于AAAI、ICLR、NeurIPS等机器学习等国际会议。获评IEEE高级会员，曾获国家杰出青年基金、国家重点研发项目、世界华人数学家联盟最佳论文奖、上海市自然科学一等奖（排名第2）等荣誉。

Abstract

Dynamical system as well as its developed theory has been a paramount tool, broadly applied to solving scientific problems and deciphering the mechanisms hidden in real-world systems. This talk will review the classical advances of applied dynamical systems to various scientific and engineering regimes. Also, this talk will introduce the most recent progresses that have been achieved for the applications of applied dynamical systems in the era of big data and artificial intelligence. We believe that dynamical system will be sustainably applied to uncovering significant principles and, reversely, it as well as its theory will be further flourished during these principles uncovered.

动力系统及其发展的理论一直是一种重要的工具，广泛应用于解决科学问题和解读隐藏在现实系统中的机制。本讲座将回顾应用动力系统在各种科学和工程领域的经典进展。此外，本讲座还将介绍在大数据和人工智能时代应用动力系统所取得的最新进展。我们相信动力系统将可持续地应用于揭示重要的原理，相反，在揭示这些原理的过程中，动力系统及其理论将进一步繁荣