Structure-preserving fidelity diagnostics for partial differential equations
cs.LG, physics.comp-ph
Submitted: 2026-10-12
Updated: 2026-10-12
Terminology
Sources
- Fourier Neural Operator for Parametric Partial Differential Equations
- Inverse modified differential equations for discovery of dynamics
- Discovery of Dynamics Using Linear Multistep Methods
- Semigroup Consistency as a Diagnostic for Learned Physics Simulators
- Message Passing Neural PDE Solvers
- PDEBENCH: An Extensive Benchmark for Scientific Machine Learning
- Hamiltonian Neural Networks
- Deep-OSG: Deep Learning of Operators in Semigroup
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