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Solver-in-the-Loop
Solver-in-the-Loop PublicSolver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
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mantaflow
mantaflow PublicForked from thunil/mantaflow
mantaflow is an open-source framework targeted at fluid simulation research in Computer Graphics and Machine Learning.
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autoreg-pde-diffusion
autoreg-pde-diffusion PublicBenchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation
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- diffSPH Public
tum-pbs/diffSPH’s past year of commit activity - ADL4P Public
tum-pbs/ADL4P’s past year of commit activity - emulator-superiority Public
"Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]
tum-pbs/emulator-superiority’s past year of commit activity - ConFIG Public
[ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method
tum-pbs/ConFIG’s past year of commit activity - apebench-paper Public
[Project Page] A benchmark suite for autoregressive neural emulation of PDEs, accepted at Neurips 2024.
tum-pbs/apebench-paper’s past year of commit activity - apebench Public
[Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)
tum-pbs/apebench’s past year of commit activity - sparse-reconstruction Public
Official implementation of "Guiding diffusion models to reconstruct flow fields from sparse data"
tum-pbs/sparse-reconstruction’s past year of commit activity
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