PyDEns framework uses neural nets to solve PDEs.
problem Lack of flexible framework for solving PDEs with neural networks.
method PyDEns-module coupled with BatchFlow, allowing to solve PDEs, search for neural network architectures, and control model training.
result Ready-to-use and open-source numerical solver of PDEs based on neural networks.