VarNet: Variational Neural Networks for the Solution of Partial Differential Equations

Reza Khodayi-mehr, Michael M. Zavlanos. VarNet: Variational Neural Networks for the Solution of Partial Differential Equations. In Alexandre M. Bayen, Ali Jadbabaie, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, L4DC 2020, Online Event, Berkeley, CA, USA, 11-12 June 2020. Volume 120 of Proceedings of Machine Learning Research, pages 298-307, PMLR, 2020. [doi]

Abstract

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