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This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value and time dependent problems. Here We have used the Deep Neural Network as a function approximator and converted the problem of directly solving the governing equation into a loss function optimization problem. It wo