A physics-informed neural network with sequential transfer-learning time steps reproduces finite element temperature fields for a moving Gaussian heat source in a 2D plate.
Physics-informed neural networks (PINNs) for fluid mechanics: A review
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Numerical simulation of transient heat conduction with moving heat source using Physics Informed Neural Networks
A physics-informed neural network with sequential transfer-learning time steps reproduces finite element temperature fields for a moving Gaussian heat source in a 2D plate.