Abstract: Recent neural network models, particularly those based on reinforcement learning (RL) and supervised learning, have shown great success in solving various combinatorial problems such as the ...
Abstract: In this paper, we use a physically informed neural network (PINN) to solve the Maxwell's equations in time domain. PINN is a kind of physically constraint network, which can be used to solve ...
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