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Yanxiang Zhao Faculty Member

Personal Summary Research: Mathematical model and numerical simulation on implicit solvation problems; Stable and efficient numerical methods for some gradient flow dynamics with nonlinear and nonlocal interactions. Machine learning with applications in PDEs. Accelerated dynamics for binary/ternary systems with long-range interactions. Analysis and simulations for the nonlocal Allen-Cahn-Ohta-Kawasaki model. Supervised Optimal Transports with applications in biology. Teaching: Math 1232 in Fall 2021: Single-variable Calculus II. Topics are integral techniques, theory of series, applications of integrals. Math 6350 in Fall 2021: Topics in Applied Math -- Deep learning theory with applications in differential equations and data science: This is a new topics course I offered. The course mainly covers the state of art Machine Learning tools with applications in Applied and Computational Mathematics. Math 6540 in Spring 2022: Topics in Numerical Analysis -- Computational Optimal Transport: This is a new topics course I am teaching in Spring 2022, which covers an important tool, Optimal Transport, for the applied data science. Departmental/University Service: Director of Graduate Studies; Deputy Chair of the Department of Mathematics; Chair of the Graduate committee of math department; Organizer of Applied Math Seminar; Organizer of Math colloquium; Math 1231 Calculus I course coordinator in Spring 2022; Specialty exam committee for Hang Jin; Thesis supervisor for H-J Choi, Jingjing Xu and Wangbo Luo; Other Professional Service: Faculty advisor of SIAM Student Chapter of GWU; Editorial Board for Electronic Research Archive, AIMS;

Research Areas

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