Deep Learning for Solving Differential Equations (Educational)
☆19Nov 30, 2023Updated 2 years ago
Alternatives and similar repositories for PINNs-for-education
Users that are interested in PINNs-for-education are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆21Jun 19, 2024Updated last year
- Finite Element Solvers for Atomic Structure Calculations☆11Apr 10, 2026Updated last month
- This repository introduces Partial Differential Equation Solver using neural network that can learn resolution-invariant solution operato…☆17Nov 23, 2021Updated 4 years ago
- ☆15Feb 3, 2023Updated 3 years ago
- A Lattice-Boltzmann Method (LBM) based Python code for solving 2D lid driven cavity flow☆17May 14, 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.
- ☆12May 21, 2022Updated 3 years ago
- Different methods of solving partial differential equations with neural networks☆18Oct 21, 2021Updated 4 years ago
- a finite element in geotechnical applications☆17Nov 21, 2024Updated last year
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 4 years ago
- Code and data in support of publication on Cardiac PINN☆24Apr 24, 2021Updated 5 years ago
- ☆11Jan 6, 2022Updated 4 years ago
- ⌨《Fortran语言实战》是一份由Fortran爱好者(Fortran-Fans)社区驱动的Fortran语言编程实战教程。☆47Dec 29, 2023Updated 2 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆33May 16, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Physics informed neural network (PINN) for the 1D Heat equation☆23Nov 9, 2023Updated 2 years ago
- Physics Informed Neural Networks (PINNs) + SPINNs + HyperPINNs + Adaptative Loss Weights with JAX 📓 Check out our various notebooks to g…☆46May 11, 2026Updated last week
- ☆130Jul 20, 2022Updated 3 years ago
- Learning Green's functions of partial differential equations with deep learning.☆75Jan 8, 2024Updated 2 years ago
- Discretization methods for porous media flow problems.☆12Jan 10, 2023Updated 3 years ago
- Templates for using Qt Creator in Fortran development.☆22Sep 26, 2024Updated last year
- This repository is for the paper: Computation of two-dimensional Stokes flows via lightning and AAA rational approximation. These MATLAB …☆17Apr 29, 2026Updated 2 weeks ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆48Mar 2, 2026Updated 2 months ago
- No need to train, he's a smooth operator☆45Dec 15, 2025Updated 5 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A collection of resources on modern C++☆10Jan 9, 2022Updated 4 years ago
- This is repository is based on Detectron. It can detect quadrilaterals (four sides are not parallel) instead of only bounding boxes. It c…☆11Jun 11, 2022Updated 3 years ago
- Tools for generating cubed sphere grids and solving partial differential equations on the sphere.☆15Jan 20, 2026Updated 3 months ago
- Polygonal Building Extraction with Graph Neural Networks in Satellite Images (Training)☆11Sep 24, 2024Updated last year
- Transfer polygon(float vertex) to a mask which demonstrate the inner points of polygon, implement by Python☆10Oct 19, 2019Updated 6 years ago
- 基于CLIP实现以文精准搜图☆16Sep 20, 2023Updated 2 years ago
- We make it rain like crazy.☆11Nov 24, 2025Updated 5 months ago
- ☆13Apr 8, 2024Updated 2 years ago
- The repository contains the codes linked to the SPICY project (Super-resolution and Pressure from Image Velocimetry)☆12Nov 26, 2025Updated 5 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 📔现代Fortran程序设计☆27Apr 8, 2024Updated 2 years ago
- A simple program to simulate the wave equation in one and two dimensions.☆12Jul 5, 2018Updated 7 years ago
- 2D Stable Fluids & 3D Stable Fluids using the Fast Fourier Transformation implemented efficiently in Julia.☆16Jan 29, 2022Updated 4 years ago
- A stand-alone object oriented Python code to model a fiber beam-column reinforced concrete under seismic loading☆12Dec 13, 2019Updated 6 years ago
- A simple pseudo-spectral solver for the Direct Numerical Simulation (DNS) of the 3D Taylor-Green Vortex in the Julia programming language☆10Jun 6, 2022Updated 3 years ago
- Physics-Informed Neural Networks for Cardiovascular Blood Flow Simulations☆20Apr 7, 2025Updated last year
- Offline LLM chatbot with personalized memory — works on CPU with multi-session memory support.☆22Jan 10, 2026Updated 4 months ago