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Wei Zhu


September 2019

Applied Math Seminar – Sergei V. Gleyzer, University of Alabama

September 20 @ 11:00 am - 12:00 pm

Title: The Interplay between Deep Learning and Physics Abstract: In my talk, I will discuss the interplay of deep learning and physics. I will focus on both foundational and applied topics, including examples of machine learning applications in high-energy physics. I will discuss interpretability, learning methodology, end-to-end learning, incorporation of physical laws in model building and finally, discuss the connection between physics and deep learning theory.

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Colloquium – Jianlin Xia (Purdue University)

September 24 @ 11:00 am - 12:00 pm

Topic:  Fast Solutions of Large Linear Systems and Eigenvalue Problems by Exploring Structures Abstract: Solving large linear systems and eigenvalue problems remains to be the key computational tasks in scientific computing, data processing, and engineering simulations. Practical numerical problems often introduce various structures into the matrix representations. In this talk, we show the existence of certain hidden rank structures in some linear systems and eigenvalue problems and discuss how to explore the structures to design efficient solvers. Such structures often…

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