Code for ICML2025 Paper "Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models"
☆17Jun 27, 2025Updated last year
Alternatives and similar repositories for PITA
Users that are interested in PITA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the official implementation of "CoPINN: Cognitive Physics-informed Neural Network" (ICML 2025, Spotlight)☆27Apr 12, 2026Updated 3 months ago
- ☆29Jun 12, 2025Updated last year
- The MegaFlow2D dataset package☆25Sep 21, 2023Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆57Mar 23, 2024Updated 2 years ago
- [NeurIPS 2025] Official PyTorch implementation of the CALM layers and CALM-PDE model.☆21Oct 20, 2025Updated 9 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.
- ☆26Sep 1, 2025Updated 10 months ago
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆14Jul 30, 2024Updated last year
- Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamics☆14Mar 6, 2025Updated last year
- ☆24Aug 14, 2025Updated 11 months ago
- ☆35Jun 12, 2026Updated last month
- [AAAI 2025] AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries☆22Jul 20, 2025Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆37Nov 10, 2025Updated 8 months ago
- PDE-Transformer is a neural network architecture designed to efficiently process and predict the evolution of physical systems described …☆87Apr 11, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆85Apr 10, 2025Updated last year
- ☆14Feb 14, 2024Updated 2 years ago
- [AAAI 2026] This is the official code implementation of the paper "Physics-Informed Deformable Gaussian Splatting: Towards Unified Consti…☆52Feb 26, 2026Updated 4 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- Latent Knowledge-Guided Video Diffusion for Scientific Phenomena Generation from a Single Initial Frame☆17May 2, 2026Updated 2 months ago
- ☆17Dec 31, 2023Updated 2 years ago
- Code for orthogonal neural operator☆17Oct 15, 2023Updated 2 years ago
- [ICCV'25] Sparfels: Fast Reconstruction from Sparse Unposed Imagery☆16Jan 18, 2026Updated 6 months ago
- ☆60Jul 21, 2025Updated 11 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The Detectron 2 MaskRCNN implementation for the PanNuke Dataset (https://jgamper.github.io/PanNukeDataset/).☆14Jun 25, 2021Updated 5 years ago
- Code for "Holistic Physics Solver: Learning PDEs in a Unified Spectral-Physical Space"☆25Mar 25, 2026Updated 3 months ago
- ☆26May 21, 2024Updated 2 years ago
- A Python package for Random Feature Method (RFM)☆33May 2, 2026Updated 2 months ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 years ago
- The code is associated with the paper entitled "KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamica…☆40Jul 23, 2025Updated 11 months ago
- This repository contains the code for coupling FEniCS with Physics-Informed DeepONet☆20Mar 28, 2026Updated 3 months ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆28Nov 6, 2024Updated last year
- Official PyTorch implementation of PSE/PSRN: Fast and efficient symbolic expression discovery through parallelized symbolic enumeration. …☆115May 17, 2026Updated 2 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- We propose the first Multiphysics Bench for benchmarking and investigating Scientific Machine Learning for solving multiphysics PDEs.☆43May 29, 2025Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- Burgers equation solved by PINN in PyTorch☆25Oct 1, 2021Updated 4 years ago
- Codebase for "HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions"☆17Oct 19, 2025Updated 9 months ago
- ICON for in-context operator learning☆67May 3, 2026Updated 2 months ago
- ☆16Oct 25, 2023Updated 2 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 6 years ago