PolymathicAI / lolaLinks
Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"
☆52Updated 3 months ago
Alternatives and similar repositories for lola
Users that are interested in lola are comparing it to the libraries listed below
Sorting:
- Code for the paper Universal Physics Transformers☆149Updated 7 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆97Updated 2 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆74Updated 8 months ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆16Updated last year
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆186Updated last year
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆57Updated 2 years ago
- ☆25Updated 2 years ago
- Code for reproducing the paper "Space-Time Continuous PDE Forecasting using Equivariant Neural Fields" (https://arxiv.org/abs/2406.06660)…☆13Updated 2 months ago
- ☆288Updated last year
- An unofficial implementation of the Fourier Neural Operator in Flax☆19Updated last year
- TorchFSM: Fourier Spectral Method with PyTorch☆53Updated last week
- Spectral Neural Operator☆79Updated 2 years ago
- PDE-Transformer is a neural network architecture designed to efficiently process and predict the evolution of physical systems described …☆64Updated 3 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆168Updated 9 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆73Updated 2 years ago
- [NeurIPS 2025 Spotlight] "Stochastic Process Learning via Operator Flow Matching"☆17Updated 3 months ago
- Convolutional Differential Operators for Physics-based Deep Learning Study☆25Updated last year
- [NeurIPS 2025] Official pytorch repository for "Guided Diffusion Sampling on Function Spaces with Applications to PDEs"☆35Updated 2 months ago
- Repository for score-based transport modeling.☆11Updated 2 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆147Updated last year
- Swirl-Dynamics is a python repository that provides implementations of models, benchmarks and utilities for dynamical systems.☆77Updated last week
- Clifford-Steerable Convolutional Neural Networks [ICML'24]☆52Updated 9 months ago
- Graph-based operator learning in arbitrary geometries☆34Updated last month
- Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems [ICML'25]☆110Updated 3 months ago
- Solving Inverse Physics Problems with Score Matching☆32Updated 2 years ago
- ☆36Updated 2 years ago
- Neural Emulator Architectures in JAX.☆23Updated last year
- Efficient Differentiable n-d PDE solvers in JAX.☆52Updated this week
- ☆14Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆106Updated last year