Adding a PDE-residual loss with time-integrator and boundary terms to SRGAN improves super-resolution quality and physical consistency on Allen-Cahn and Eriksson-Johnson transient simulations.
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PC-SRGAN: Physically Consistent Super-Resolution Generative Adversarial Network for General Transient Simulations
Adding a PDE-residual loss with time-integrator and boundary terms to SRGAN improves super-resolution quality and physical consistency on Allen-Cahn and Eriksson-Johnson transient simulations.