AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers
☆36May 30, 2025Updated last year
Alternatives and similar repositories for al4pde
Users that are interested in al4pde are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2025] Official PyTorch implementation of the CALM layers and CALM-PDE model.☆21Oct 20, 2025Updated 10 months ago
- Neural Emulator Architectures in JAX.☆27Aug 25, 2026Updated last week
- [ICML 2024] Official PyTorch implementation of the Vectorized Conditional Neural Field.☆18Aug 1, 2024Updated 2 years ago
- "Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]☆17May 21, 2026Updated 3 months ago
- [ICML 2026] Official PyTorch implementation of the SMART model.☆21May 18, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Training methodologies for autoregressive neural operators/emulators in JAX.☆15Jun 1, 2026Updated 3 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆108Jun 1, 2026Updated 3 months ago
- ☆18Aug 17, 2024Updated 2 years ago
- Implementation of various equivariant models in JAX☆18Apr 12, 2024Updated 2 years ago
- ☆14Aug 22, 2024Updated 2 years ago
- Convolutional Differential Operators for Physics-based Deep Learning Study☆26Jun 2, 2026Updated 3 months ago
- Spectral / Galerkin / PINNs experimentation toolkit built on top of JAX for fast differentiable ODE / PDE prototyping, variational forms,…☆20Updated this week
- Official implementation of Scalable Transformer for PDE surrogate modelling☆57Mar 23, 2024Updated 2 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆26Jun 3, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆74Aug 24, 2026Updated last week
- ☆23Nov 24, 2024Updated last year
- Spectral Neural Operator☆83Dec 20, 2023Updated 2 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆37Nov 10, 2025Updated 9 months ago
- ☆23Aug 24, 2025Updated last year
- A GPU-accelerated and differentiable library for connectivity modelling at scale.☆14Jun 4, 2026Updated 2 months ago
- Official implementation of Learning to Discretize Denoising Diffusion ODEs☆35May 21, 2025Updated last year
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆16May 27, 2024Updated 2 years ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆48Jan 31, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆42Mar 10, 2025Updated last year
- P3D☆39Apr 11, 2026Updated 4 months ago
- Website for the book "The Elements of Differentiable Programming".☆15Jul 2, 2025Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆72Jun 10, 2024Updated 2 years ago
- ☆42Jul 22, 2024Updated 2 years ago
- ☆97Sep 2, 2024Updated 2 years ago
- ☆14Feb 18, 2024Updated 2 years ago
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆26Jun 7, 2024Updated 2 years ago
- ☆30Aug 11, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official repository for Physics Informed Token Transformer (PITT)☆24Feb 24, 2024Updated 2 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆150Sep 11, 2024Updated last year
- We propose the first Multiphysics Bench for benchmarking and investigating Scientific Machine Learning for solving multiphysics PDEs.☆44May 29, 2025Updated last year
- ☆37Jul 16, 2026Updated last month
- Visualisation for 4D Volumes (Space + Time) written in WebGPU and Rust☆45Nov 21, 2025Updated 9 months ago
- ☆19Aug 13, 2024Updated 2 years ago
- Official implementation of "Guiding diffusion models to reconstruct flow fields from sparse data"☆21Jan 20, 2026Updated 7 months ago