Description: Junbin Huang's Personal Website
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I am a Boya postdoctoral fellow at Beijing International Center for Mathematical Research, Peking University. The fellowship is funded by the International Postdoctoral Exchange Fellowship Program (Talent-Introduction Program) .
The applications of machine learning for scientific computing have attracted attentions from researchers around the world, mainly due to the remarkable capacity of neural networks in approximating high-dimensional mappings. Embracing the power of neural networks, my recent effort is devoted to optimal design problems under PDE constraints, by developing robust engineering solvers and intelligent designers. I am currently working with Prof. Weinan E and Prof. Bin Dong .
Other interests include finite element methods, model order reduction techniques, and computational complexity theory.