tum-pbs / half-inverse-gradients
Source code for the ICLR'22 paper on "Half-Inverse Gradients"
☆18Updated 2 years ago
Alternatives and similar repositories for half-inverse-gradients:
Users that are interested in half-inverse-gradients are comparing it to the libraries listed below
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆32Updated 4 years ago
- ☆21Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- ☆14Updated last year
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated 8 months ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆35Updated 3 years ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆59Updated 2 months ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆62Updated 3 weeks ago
- ☆35Updated last year
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆49Updated 8 months ago
- Scale-invariant Learning by Physics Inversion (NeurIPS 2022)☆10Updated 2 years ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆58Updated last week
- Solving Inverse Physics Problems with Score Matching☆22Updated last year
- Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆38Updated last year
- LSiM is a learned metric to compute distance values for 2D data from numerical simulations☆27Updated last year
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆151Updated 2 years ago
- ☆14Updated 5 months ago
- An extensible benchmark suite to evaluate data-driven physical simulation☆25Updated 3 years ago
- ☆36Updated 8 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆38Updated last year
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆12Updated 5 months ago
- ☆15Updated 4 years ago
- a multiresolution convolutional autoencoder architecture☆19Updated 3 years ago
- Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.☆74Updated last month
- ☆40Updated 4 years ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆56Updated 2 months ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆49Updated last year
- ☆45Updated 2 years ago