Pradip Roul

A residual weighted physics informed neural network for forward and inverse problems of reaction diffusion equations

Physics-Informed Neural Networks (PINNs) constitute an effective deep learning approach for solving partial differential equations (PDEs). In this work, we propose a Residual-Weighted Physics-Informed Neural Network (RW-PINN), a new method designed to enhance the accuracy of PINN...