most citedSetPINNs: Set-based Physics-informed Neural Networks

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cs.LG2024★ 1 cited

SetPINNs: Set-based Physics-informed Neural Networks

Mayank Nagda, Phil Ostheimer, Thomas Specht +5

Physics-Informed Neural Networks (PINNs) solve partial differential equations using deep learning. However, conventional PINNs perform pointwise predictions that neglect dependenci…