Abstract: Bayesian optimization (BO) is a widely used method for expensive black-box optimization. The BO algorithm can effectively solve low-dimensional problems, but its performance of BO decreases ...
Abstract: Physics-informed neural networks (PINNs) have recently been utilized to tackle wave equation-based forward and inverse problems. However, they encounter challenges in accurately predicting ...
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