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pde-learning

Here are 2 public repositories matching this topic...

thobotics / neural_pde_matching

[ICLR26] PDE Trajectory Matching via port-Hamiltonian Dynamics

graph-simulator neural-pde neural-operator pde-learning

Updated Feb 23, 2026
Python

DiogoRibeiro7 / pinn-rk

Runge–Kutta Physics-Informed Neural Networks with time-discrete losses (Gauss/Radau/Lobatto) in PyTorch.

torch scientific-computing differential-equations heat-equation butcher-tableau galerkin runge-kutta manufactured-solutions pinn parabolic-equations scientific-ml physics-informed-learning parabolic-pde physics-informed-neural-networks operator-learning numerical-pde time-discretization collocation-methods pde-learning

Updated Aug 17, 2026
Python

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