google-deepmind / inverse_designLinks
☆25Updated last year
Alternatives and similar repositories for inverse_design
Users that are interested in inverse_design are comparing it to the libraries listed below
Sorting:
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆35Updated 5 years ago
 - [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆41Updated last year
 - Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
 - Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆28Updated 8 months ago
 - LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆67Updated 10 months ago
 - Code for "Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation" @ NeurIPS 2023☆22Updated 2 years ago
 - Neural SPH☆37Updated last year
 - Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆53Updated 2 years ago
 - Code for Point-Calibrated Spectral Neural Operators☆21Updated last year
 - Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆47Updated last year
 - ☆15Updated 2 years ago
 - ☆53Updated 3 years ago
 - Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆59Updated last year
 - Solving Inverse Physics Problems with Score Matching☆31Updated last year
 - ☆24Updated 2 years ago
 - Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
 - MeshGraphNets (MGN)☆68Updated last year
 - LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆30Updated last year
 - Equivariant Mesh Attention Networks☆20Updated 3 years ago
 - Official PyTorch implementation of the Vectorized Conditional Neural Field.☆16Updated last year
 - Source code for the ICLR'22 paper on "Half-Inverse Gradients"☆19Updated 3 years ago
 - ☆62Updated 2 years ago
 - [ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen…☆37Updated last month
 - Official implementation of Diffusion Graph Networks (DGNs)☆70Updated 7 months ago
 - code for "Neural Conservation Laws A Divergence-Free Perspective".☆40Updated 2 years ago
 - This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
 - JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆75Updated this week
 - A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
 - Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆27Updated 2 years ago
 - Code, technical details and links to datasets and trained models for TopoDiff☆49Updated last year