On a Berger plate benchmark, state-of-the-art neural surrogates fail in long autoregressive rollouts, and time-domain error metrics miss the resulting spectral errors.
Efficient synthesis of tension modulation in strings and membranes based on energy estimation
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Evaluation of Neural Surrogates for Physical Modelling Synthesis of Nonlinear Elastic Plates
On a Berger plate benchmark, state-of-the-art neural surrogates fail in long autoregressive rollouts, and time-domain error metrics miss the resulting spectral errors.