Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Networks (PINNs) and reduced basis methods (RBM) to the non- linear model reduction regime while maintaining the type of network structure and the unsupervised nature of its learning.
☆18Apr 10, 2024Updated 2 years ago
Alternatives and similar repositories for TGPT-PINN
Users that are interested in TGPT-PINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Generative Pre-Trained Physics-Informed Neural Networks Implementation☆121Aug 26, 2025Updated 9 months ago
- This repository consists of two-step training DeepONet code.☆14May 22, 2024Updated 2 years ago
- ☆14Dec 9, 2024Updated last year
- ☆28Jun 12, 2025Updated last year
- MATLAB codes for the RPIM-NNS☆16Jun 26, 2024Updated last year
- 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.
- Provides an API for controlling various electronics laboratory equipment☆13Apr 17, 2026Updated 2 months ago
- ☆13Nov 28, 2025Updated 6 months ago
- Codes for translating structural defects to atomic properties☆15Sep 12, 2022Updated 3 years ago
- ☆17Dec 31, 2023Updated 2 years ago
- Sample Python scripts used in scripting guide☆19Jul 14, 2023Updated 2 years ago
- Repo for Li, Kafka, Gao et al 2019 "Clustering discretization methods for generation of material performance databases in machine learni…☆14May 27, 2019Updated 7 years ago
- Full code for all experiments in the paper "Denoising Hamiltonian Network for Physical Reasoning"☆15Mar 21, 2025Updated last year
- This is the official implementation of "Deep Fuzzy Physics-Informed Neural Networks for Forward and Inverse PDE Problems" (Neural Network…☆28Oct 14, 2025Updated 8 months ago
- Transfer learning on physics-informed neural networks for tracking the hemodynamics in the evolving false lumen of dissected aorta☆17Aug 4, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Fourier Neural Operator☆13May 24, 2023Updated 3 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆13Nov 13, 2022Updated 3 years ago
- Sum-of-Gaussians Neural Network (SOG-Net) is a lightweight and versatile framework for integrating long-range interactions into machine l…☆34Dec 23, 2025Updated 5 months ago
- Particle-mesh based calculations of long-range interactions in JAX☆29Jun 12, 2026Updated last week
- Application of Graph Neural Networks to predict material properties from their microstructures.☆21Nov 18, 2024Updated last year
- Simple setup to self-host LLaMA3-70B model with an OpenAI API☆19Apr 24, 2024Updated 2 years ago
- Ensign is a framework to facilitate dynamical low-rank simulation☆17Jun 9, 2026Updated last week
- Version 1.2☆13Mar 15, 2017Updated 9 years ago
- FOrtran RiEmann SolveErs EnviRonment☆12Mar 26, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Expandable And Scalable Infrastructure for Finite Element Methods, EASIFEM, is [Modern Fortran](https://fortran-lang.org) framework for s…☆11May 29, 2026Updated 3 weeks ago
- Simple, lightweight transformers in Fortran☆16Nov 17, 2023Updated 2 years ago
- Implementation of the deep operator network in pytorch, with examples of solving Differential Equations☆17Mar 30, 2024Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- About code release of "Geometry-Aware Operator Transformer: A Generalizable Framework for PDE Solution Operators"☆25Dec 8, 2025Updated 6 months ago
- Dimensionless learning☆46Apr 10, 2026Updated 2 months ago
- This directory contains the MATLAB code for the paper Reconstructing higher-order interactions in coupled dynamical systems by Federico M…☆11May 2, 2024Updated 2 years ago
- Scientific Computing Template Library☆31Updated this week
- A SCVT mesh generation tool☆13Nov 28, 2020Updated 5 years 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.
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆38May 15, 2026Updated last month
- ☆15Feb 16, 2017Updated 9 years ago
- ☆64Jun 2, 2026Updated 2 weeks ago
- ☆14Jul 16, 2020Updated 5 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆42Sep 7, 2023Updated 2 years ago
- DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks☆13Jul 9, 2025Updated 11 months ago
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆20Feb 24, 2025Updated last year