PinnDE: A Python library for solving differential equations with physics informed neural networks and deep operator networks
☆29Aug 21, 2025Updated 7 months ago
Alternatives and similar repositories for PinnDE
Users that are interested in PinnDE 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 contribution contains demonstrations of using MATLAB to control the Analog Devices, Inc. ADALM PHASER kit.☆16Jan 16, 2026Updated 2 months ago
- All the code available to reproduce the paper "Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the…☆13Nov 7, 2019Updated 6 years ago
- Blood Flow Modeling with Physics-Informed Neural Networks☆19Jan 10, 2023Updated 3 years ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆60Jul 14, 2025Updated 8 months ago
- ☆15Mar 6, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Open source implemention of Moving Particle Semi-implcit (MPS) method☆32Nov 28, 2021Updated 4 years ago
- Predicting and forecasting the position/trajectory of a satellite orbiting Earth☆17Feb 12, 2025Updated last year
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆24Jul 3, 2023Updated 2 years 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
- Physics Informed Neural Network for Microgrid synchronous- and inverter-based DERs☆23Mar 12, 2025Updated last year
- Implementing a physics-informed DeepONet from scratch☆59Jul 9, 2023Updated 2 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆34Mar 19, 2026Updated last week
- ☆43Mar 4, 2025Updated last year
- Official code repository for the MICCAI 2025 paper "UltraRay: Introducing Full-Path Ray Tracing in Physics-Based Ultrasound Simulation"☆17Aug 13, 2025Updated 7 months ago
- 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.
- Open source echographic image cleaning package. This package provides the tools to automatically remove watermarks, crop the echographic …☆13Sep 12, 2024Updated last year
- Physics Informed Neural Networks: a starting step for CFD specialists☆41May 12, 2022Updated 3 years ago
- ☆14Jan 9, 2025Updated last year
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆46Mar 2, 2026Updated 3 weeks ago
- ☆17Jun 8, 2024Updated last year
- Vagrantfile with a Mac OSX host that makes sound work with alsa on Ubuntu/Trusty guest. I'm using this box for the Coursera course Audio …☆11Nov 22, 2015Updated 10 years ago
- A Modular Pytorch ViTGAN implementation☆12Mar 15, 2022Updated 4 years ago
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆20Jan 15, 2022Updated 4 years ago
- a finite element in geotechnical applications☆17Nov 21, 2024Updated last year
- 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.
- 简单的电力系统计算工具包, 用于求解普通潮流, 交直流潮流, OPF, 故障, 暂态稳定.☆30May 12, 2021Updated 4 years ago
- Pruned CoTracker architecture for tracking the myocardium in 2D echo images.☆19May 6, 2025Updated 10 months ago
- ☆51Aug 19, 2025Updated 7 months ago
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆13Feb 2, 2025Updated last year
- Different methods of solving partial differential equations with neural networks☆18Oct 21, 2021Updated 4 years ago
- This repository provides links and information about Artificial Intelligence (AI), covering general concepts, how artifical neural networ…☆14Aug 5, 2024Updated last year
- Simulation for propagating ultrashort laser pulses in freespace or in a gas-filled capillary☆19Jul 18, 2023Updated 2 years ago
- [ NeurIPS 2024 ] Official Codebase for "Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning"☆20Oct 19, 2024Updated last year
- Zarr filesystem backend for N5☆19Mar 20, 2026Updated last week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A fluid simulation system based on the MPS method☆11Feb 10, 2021Updated 5 years ago
- ☆30Oct 17, 2022Updated 3 years ago
- A multi-language segmenter using high-order CRF.☆17Feb 27, 2020Updated 6 years ago
- ☆16Nov 4, 2024Updated last year
- Smith Normal Form calculator for integers and gaussian integers☆15Feb 25, 2023Updated 3 years ago
- ☆12May 3, 2023Updated 2 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Jan 26, 2026Updated 2 months ago