Learning nonlinear integral operators via Recurrent Neural Networks and its application in solving Integro-Differential Equations

Hardeep Bassi, Yuanran Zhu, Senwei Liang +4

In this paper, we propose using LSTM-RNNs (Long Short-Term Memory-Recurrent Neural Networks) to learn and represent nonlinear integral operators that appear in nonlinear integro-di…