PingchuanMa / SGALinks
[ICML 2024] LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
☆75Updated last year
Alternatives and similar repositories for SGA
Users that are interested in SGA are comparing it to the libraries listed below
Sorting:
- Code for Point-Calibrated Spectral Neural Operators☆14Updated 7 months ago
- [ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics☆123Updated last year
- Code release for paper "Test-Time Training Done Right"☆103Updated this week
- NF-Layers for constructing neural functionals.☆85Updated last year
- ☆65Updated 11 months ago
- Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆43Updated last year
- [ICLR 2025] Official implementation and benchmark evaluation repository of <PhysBench: Benchmarking and Enhancing Vision-Language Models …☆64Updated this week
- [ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen…☆32Updated last year
- Denoising Hamiltonian Network for Physical Reasoning☆32Updated 2 months ago
- Code for "Re-Thinking Inverse Graphics With Large Language Models"; TMLR 2024☆69Updated 9 months ago
- Repo for "Physion: Evaluating Physical Prediction from Vision in Humans and Machines", presented at NeurIPS 2021 (Datasets & Benchmarks t…☆68Updated 2 years ago
- An ML research template with good documentation by Boyuan Chen, an MIT PhD student☆73Updated 3 months ago
- [ICML 2025] Implementation of Spatial Reasoning with Denoising Models☆37Updated 2 weeks ago
- Efficient Video Prediction via Sparsely Conditioned Flow Matching. In ICCV, 2023.☆15Updated last year
- ☆31Updated 2 years ago
- ☆60Updated last year
- [ICLR24] Better Neural PDE Solvers Through Data-Free Mesh Movers☆17Updated last year
- ☆129Updated 5 months ago
- Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models☆87Updated last year
- [ICML 2025] The official implementation of the paper "On the Guidance of Flow Matching"☆17Updated this week
- [ICLR'25] Artificial Kuramoto Oscillatory Neurons☆89Updated 2 weeks ago
- ICML 2022: Learning Iterative Reasoning through Energy Minimization☆46Updated 2 years ago
- [ICML 2024] Compositional Image Decomposition with Diffusion Models☆50Updated 11 months ago
- Official implementation of Stochastic Taylor Derivative Estimator (STDE) NeurIPS2024☆108Updated 6 months ago
- Reward fine-tuning for Stable Diffusion models based on stochastic optimal control☆36Updated last week
- ElasticTok: Adaptive Tokenization for Image and Video☆69Updated 7 months ago
- ☆28Updated last week
- ☆23Updated last month
- Official code for Inferring Hybrid Neural Fluid Fields from Videos (NeurIPS 2023)☆56Updated last year
- Official implementation of "Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization"☆77Updated last year