2週內演講

Colloquium, 成功大學數學系 史習偉助理教授 Monday, March 18, 15:10—16:00 數學系3172 Title: Wellposedness, Illposedness and the Semiclassical Limit for the 1D Quantum Zakharov System Abstract: 演講摘要

Colloquium, 臺灣科技大學資訊工程系 鮑興國教授 Thursday, March 28, 15:30—16:30 數學系3174 Title: Introduction to AI Abstract: Introducing Artificial Intelligence (AI) to students who do not have much background in AI or computer science. In particular, we shall discuss the idea of data-oriented approach that is applied to modern science. Some typical AI algorithms shall be reviewed such as Perceptron algorithm, which is an algorithm that can help to find non-closed form solution by converging iterations. Other focused algorithms include least squares, message passing (belief propagation), the power method, etc. The methods are related to both differential equations and linear algebra.

Colloquium, 臺灣科技大學資訊工程系 鮑興國教授 Thursday, March 28, 16:30—17:30 數學系3174 Title: When AI meets PDE (part I) Abstract: Following the introduction of AI, we can discuss the relationship between AI and PDE or general differential equations. First, we explore some real applications that can be formulated as a PDE to solve the problem. Those applications cover from computer vision, Internet of things, speech recognition, to text mining and more. We also discuss the difference between problems that contain numerical values or non-numerical values (categorical values) and their solutions respectively if formulated as a PDE or others.