A Physics-Informed Neural Network (PINN) framework for solving partial differential equations (PDEs) with FastAPI integration. This project implements PINNs for various physical systems including simple harmonic motion, heat transfer, wave propagation, and fluid dynamics. The framework provides a modular architecture for training.
☆15Apr 18, 2025Updated last year
Alternatives and similar repositories for physics-informed-neural-network
Users that are interested in physics-informed-neural-network are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A minimal implementation of Physics-Informed Neural Networks (PINNs) in PyTorch☆28Nov 15, 2023Updated 2 years ago
- A personal morning one sheet newspaper☆16Oct 1, 2026Updated 3 weeks ago
- [deprecated] A python analysis framework for high energy physics☆11Apr 5, 2020Updated 6 years ago
- Basic Finite Volume Method codes of example problems☆12Jan 2, 2023Updated 3 years ago
- Codes for solving flow problems based on Kinetic Flux Vector Splitting (KFVS) Scheme☆10Jun 1, 2015Updated 11 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Modular Physics-ML Components in JAX☆17Updated this week
- Agent skills that teach AI coding assistants how to build Angular apps with popular UI component libraries.☆31Updated this week
- A micro web framework for Java. Official community-driven fork.☆15Mar 5, 2025Updated last year
- ☆25Jun 13, 2026Updated 4 months ago
- Claude Code skills for prediction market trading☆14Mar 29, 2026Updated 6 months ago
- Helpers for working with pymatgen structure graphs.☆11Feb 4, 2025Updated last year
- Crystal structure inpainting☆14Aug 10, 2026Updated 2 months ago
- 一个用C语言编写的学生信息管理系统，学生数据保存在文本文件中☆16Jun 2, 2017Updated 9 years ago
- C语言实现单链表（带头结点）的基本操作☆14Mar 3, 2016Updated 10 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.
- collection of example documents for use within cocalc's library☆17Sep 11, 2025Updated last year
- This repo contains code and data of our contribution to the 2024 LLM Hackathon, materials' property prediction from textual descriptions …☆12May 9, 2024Updated 2 years ago
- Simulating heat propagation using Physics-informed Neural Network☆19Feb 2, 2025Updated last year
- A lightweight Python package for calculating descriptors of chemical bonding and local electronic structure from Wannier functions.☆13Oct 20, 2026Updated last week
- Code for calculating grouped representation of interatomic distances (GRID) from crystal structures, and applying this in machine learnin…☆13Jun 22, 2023Updated 3 years ago
- Estimate the thermal conductivity using empirical models☆13Mar 19, 2021Updated 5 years ago
- Prediction of phonon properties using e3nn☆11Mar 30, 2026Updated 6 months ago
- This repository contains neccessary code to train AnisoNet, an equivariant graph neural network for predicting dielectric tensors of crys…☆14Feb 20, 2026Updated 8 months ago
- Jupyter Book source files for 2022 MSD summer research internship.☆14Jul 10, 2023Updated 3 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.
- Coursera Lab Assignments of "Machine Learning" and "Deep Learning Specialization".☆10Jun 18, 2020Updated 6 years ago
- ☆15Oct 20, 2026Updated last week
- implementation of physics-informed variational auto-encoder☆20Oct 26, 2023Updated 3 years ago
- ☆14Mar 19, 2025Updated last year
- ☆23Jan 2, 2026Updated 9 months ago
- This project provides tutorials and demonstrations of features in the Rocket® Enterprise Developer and Rocket® Enterprise Server products…☆30Oct 13, 2026Updated 2 weeks ago
- ☆12Sep 21, 2026Updated last month
- 数值算法 Matlab 实践与分析. MATLAB Implementation of Numerical Algorithms.☆21Dec 22, 2019Updated 6 years ago
- Physics informed neural network (PINN) for the 2D Heat equation☆15Jun 23, 2022Updated 4 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.
- List of project ideas for contributors applying to the Google Summer of Code program in 2025 (GSoC 2025).☆10Jan 30, 2025Updated last year
- A python package to calculate Myerson values from game theory and use them as explanations for graph neural networks.☆15Sep 19, 2026Updated last month
- 高等数值分析-资料☆22Jan 7, 2020Updated 6 years ago
- A Python package for calculating thermodynamic properties using NASA polynomial coefficients.☆20Aug 22, 2026Updated 2 months ago
- C语言课设 学生信息成绩管理系统☆19Jun 10, 2016Updated 10 years ago
- Perona-Malik diffusion or anisotropic diffusion is a computer vision filtering technique that aims at reducing image noise without reduci…☆12Sep 20, 2015Updated 11 years ago
- C语言基础及指针系列源码☆32Aug 25, 2016Updated 10 years ago