Spectrally adapted PINNs integrate adaptive spectral techniques into physics-informed neural networks to efficiently solve PDEs on unbounded domains.
25 admits the analytical solution u(x, t) = sin x√ t + 1 exp [ − x2 4(t + 1) ]
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Spectrally Adapted Physics-Informed Neural Networks for Solving Unbounded Domain Problems
Spectrally adapted PINNs integrate adaptive spectral techniques into physics-informed neural networks to efficiently solve PDEs on unbounded domains.