[ICML 2024] LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
☆82May 31, 2024Updated last year
Alternatives and similar repositories for SGA
Users that are interested in SGA are comparing it to the libraries listed below
Sorting:
- [ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics☆147Jun 28, 2023Updated 2 years ago
- Main repo for GIOROM☆18Sep 28, 2025Updated 5 months ago
- Physically Compatible 3D Object Modeling from a Single Image☆70Dec 10, 2024Updated last year
- [SIGGRAPH 2021] DiffAqua: A Differentiable Computational Design Pipeline for Soft Underwater Swimmers with Shape Interpolation☆37Sep 1, 2022Updated 3 years ago
- ☆26Jun 12, 2025Updated 8 months ago
- libpgo: Library for Physically based Simulation (P), Geometric Shape Modeling (G), and Optimization (O)☆26Jan 26, 2026Updated last month
- ☆23Sep 21, 2021Updated 4 years ago
- ☆20Jul 29, 2025Updated 7 months ago
- Official Code Repo for the paper "Learning to Play Atari in a World of Tokens" accepted at ICML, 2024☆11Jun 6, 2024Updated last year
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated last year
- Implicit Differentiable Optimal Control (IDOC) with JAX☆12May 11, 2022Updated 3 years ago
- [TMLR] CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆71Feb 12, 2026Updated 3 weeks ago
- ☆15Jan 26, 2023Updated 3 years ago
- Code for the Siggraph Asia 2020 submission☆46Jan 19, 2021Updated 5 years ago
- Official code for Inferring Hybrid Neural Fluid Fields from Videos (NeurIPS 2023)☆59Dec 19, 2023Updated 2 years ago
- [Siggraph 2025] Geometric Contact Potential☆19Jun 24, 2025Updated 8 months ago
- Official implementation for Sparse MetA-Tuning (SMAT)☆17Jul 29, 2025Updated 7 months ago
- ☆14Feb 18, 2024Updated 2 years ago
- [ICLR 2023] FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation☆236Dec 15, 2023Updated 2 years ago
- [ICLR 2024] Official implementation for the paper "Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks…☆18Aug 29, 2025Updated 6 months ago
- ☆14Dec 5, 2024Updated last year
- Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" …☆21Jun 16, 2024Updated last year
- ☆13Aug 22, 2024Updated last year
- ☆20Jul 29, 2025Updated 7 months ago
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆95Jul 31, 2025Updated 7 months ago
- Model-based Policy Gradients☆32Mar 12, 2020Updated 5 years ago
- create timer videos at any speed.☆15Sep 25, 2023Updated 2 years ago
- Code for Point-Calibrated Spectral Neural Operators☆20Oct 15, 2024Updated last year
- Code release for "Stochastic Optimal Control Matching"☆39Aug 14, 2024Updated last year
- JAX implementation of VQVAE/VQGAN autoencoders (+FSQ)☆41Jun 6, 2024Updated last year
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Jul 5, 2021Updated 4 years ago
- NeuSmoke: Efficient Smoke Reconstruction and View Synthesis with Neural Transportation Fields (SIGGRAPH Asia 2024)☆19Feb 27, 2025Updated last year
- Fork of "stark" with source code for our paper "Curved Three-Director Cosserat Shells with Strong Coupling"☆19Jan 19, 2026Updated last month
- [AAAI 2025] AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries☆21Jul 20, 2025Updated 7 months ago
- Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers☆28Mar 1, 2025Updated last year
- M^3PC: Test-Time Model Predictive Control for Pretrained Masked Trajectory Model, ICLR 2025☆19Mar 17, 2025Updated 11 months ago
- Tree-structured recurrent switching linear dynamical systems☆38Jul 13, 2020Updated 5 years ago
- Official implementation of "GASP: Gaussian Splatting for Physic-Based Simulations"☆55Sep 8, 2025Updated 5 months ago
- SCoRe: Training Language Models to Self-Correct via Reinforcement Learning☆16Jan 24, 2025Updated last year