☆18Nov 24, 2025Updated 7 months ago
Alternatives and similar repositories for PINTO
Users that are interested in PINTO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆34Feb 18, 2025Updated last year
- This is the official implementation of physics-informed neural networks for functional differential equations (Functional PINN) proposed …☆12Apr 9, 2025Updated last year
- This repository contains the source code for the research presented in the paper "Exploring hidden flow structures from sparse data throu…☆12Dec 4, 2023Updated 2 years ago
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Oct 10, 2025Updated 9 months ago
- ☆11Jan 7, 2025Updated last year
- 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.
- Official repository for Physics Informed Token Transformer (PITT)☆25Feb 24, 2024Updated 2 years ago
- Official FluxGNN code for ICML2024☆30Feb 27, 2025Updated last year
- ☆18Aug 13, 2024Updated last year
- Official repository for the "Multiple wavefield solutions in physics-informed neural networks using latent representation" paper.☆15May 1, 2025Updated last year
- Implementations of the "randomize-then-optimize" approach for sampling Bayesian Physics-informed Neural Network posteriors☆18Apr 12, 2025Updated last year
- Attention mechanism-based neural operator models to solve both forward and inverse problems.☆17May 30, 2025Updated last year
- ☆24Jun 17, 2026Updated last month
- PENN code for NeurIPS 2022☆42Jan 11, 2023Updated 3 years ago
- [TMLR 2025] Mesh-Informed Neural Operator : A Transformer Generative Approach☆19Jun 1, 2026Updated last month
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆218Oct 20, 2024Updated last year
- A GNN-based PDE solver without pre-computed data☆42Jun 11, 2025Updated last year
- ☆18Nov 26, 2024Updated last year
- ☆17Jun 3, 2026Updated last month
- PF-PINNs: Physics-informed neural networks for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆18Dec 15, 2024Updated last year
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆44Jun 24, 2022Updated 4 years ago
- PECANNs: Physics and Equality Constrained Artificial Neural Networks☆26Mar 30, 2026Updated 3 months ago
- Physics Informed Fourier Neural Operator☆31Nov 21, 2024Updated last year
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Modernized Moving Particle Semi-implicit/Simulation method code written in C++.☆15Jul 7, 2026Updated 2 weeks ago
- Data preprocess method on Physics-informed neural networks☆28Feb 21, 2025Updated last year
- Staggered HARd-constrained Physics-Informed Neural Networks for Phase-field modelling of corrosion☆16Feb 19, 2025Updated last year
- Code attached to the paper: Uncertainty Quantification of Surrogate Models using Conformal Prediction☆28Nov 13, 2025Updated 8 months ago
- ☆32Oct 21, 2024Updated last year
- Neural architecture search(NAS)☆10Jan 21, 2019Updated 7 years ago
- Solving the one-dimensional time-dependent Schrodinger Equation for different potentials using the Crank-Nicolson method and analyzing th…☆15Jun 7, 2022Updated 4 years ago
- PinnDE: A Python library for solving differential equations with physics informed neural networks and deep operator networks☆31Aug 21, 2025Updated 10 months ago
- Code for Branched Schrödinger Bridge Matching (ICLR 2026)☆15Mar 20, 2026Updated 4 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.
- ☆33Mar 14, 2025Updated last year
- This is the repository for the code used in the ICML23 paper called "Achieving High Accuracy with PINNs via Energy Natural Gradient Desce…☆30Oct 22, 2024Updated last year
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆34Dec 7, 2025Updated 7 months ago
- Code for training and using the Born Fourier Neural Operator (BornFNO) model proposed in our ICASSP 2023 paper☆12Oct 3, 2023Updated 2 years ago
- Ground Penetrating Radar data processing and classification to detect buried objects in the ground☆16Jul 7, 2023Updated 3 years ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆28Nov 6, 2024Updated last year
- In this repository we give some basic intuitions of PINNS and how to implement it for heat equation.☆20Mar 27, 2025Updated last year