A DeepONet surrogate trained on Vlasov-Poisson simulations reproduces electric field energy evolution of Landau damping for unseen temperatures with relative L2 errors near 0.5% to 0.8%.
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Surrogate Modeling of Landau Damping with Deep Operator Networks
A DeepONet surrogate trained on Vlasov-Poisson simulations reproduces electric field energy evolution of Landau damping for unseen temperatures with relative L2 errors near 0.5% to 0.8%.