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Dongkun Zhang, Ling Guo, George Em Karniadakis. Learning in Modal Space: Solving Time-Dependent Stochastic PDEs Using Physics-Informed Neural Networks. SIAM J. Scientific Computing, 42(2), 2020. [doi]