Initial boundary value problem 1: advection-diffusion on unit square

phfranz / pinns_for_comp_mech

Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.

MIT License

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Open maxdanwitz opened 5 months ago

maxdanwitz commented 5 months ago

Solve IBVP1 using PINNs and VPINNs.

Reference for description of PDE problem: https://doi.org/10.1002/nme.7241

Reference for tasks in the context of PINNs for contact: https://doi.org/10.48550/arXiv.2308.12716

maxdanwitz commented 5 months ago

@makima87 might be able to help you with the generation of suitable (synthetic, noisy) measurement data.