Introductory workshop on PINNs using the harmonic oscillator
☆152Nov 19, 2025Updated 5 months ago
Alternatives and similar repositories for harmonic-oscillator-pinn-workshop
Users that are interested in harmonic-oscillator-pinn-workshop are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆534Mar 26, 2026Updated 3 weeks ago
- Code accompanying my blog post: So, what is a physics-informed neural network?☆669Mar 22, 2022Updated 4 years ago
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆46Apr 16, 2025Updated last year
- ☆45Mar 4, 2024Updated 2 years ago
- ☆14May 21, 2025Updated 10 months ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- code_sample☆19Jul 17, 2023Updated 2 years ago
- ETH Zürich AI in the Sciences and Engineering Master's course 2024☆47Jul 24, 2024Updated last year
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆64Aug 27, 2020Updated 5 years ago
- ☆222Jul 27, 2024Updated last year
- PyTorch Implementation of Physics-informed Neural Networks☆709May 20, 2024Updated last year
- A straightforward visibility format for fitting in the UV plane☆10Dec 7, 2019Updated 6 years ago
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆5,758Feb 11, 2026Updated 2 months ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆90Aug 26, 2025Updated 7 months ago
- Basic implementation of physics-informed neural networks for solving differential equations☆99Dec 26, 2024Updated last year
- 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.
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆58Nov 20, 2022Updated 3 years ago
- Physics-Informed Neural networks for Advanced modeling☆731Updated this week
- Bayesian time-difference-of-arrival positioning using pymc3☆15Dec 20, 2019Updated 6 years ago
- Investigating PINNs☆753Aug 13, 2021Updated 4 years ago
- Solving the Navier-Stokes Equations in Python 🐍 simply using NumPy.☆16Jan 28, 2022Updated 4 years ago
- Physics Informed Neural Network (PINN) for a projectile motion.☆14Jul 16, 2020Updated 5 years ago
- Separabale Physics-Informed DeepONets in JAX☆23Nov 29, 2024Updated last year
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆16Dec 14, 2021Updated 4 years ago
- Un repositorio de tutoriales en español para iniciarse en OpenSeesPy☆11Jun 21, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Notes and examples on how to solve partial differential equations with numerical methods, using Python.☆42Apr 30, 2023Updated 2 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆369Jul 5, 2024Updated last year
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Aug 25, 2022Updated 3 years ago
- Implementation of a Physics Informed Neural Network (PINN) written in Tensorflow v2, which is capable of solving Partial Differential Equ…☆16Apr 26, 2022Updated 3 years ago
- Fast approximate simulation of seismic waves using WaveNet☆54Jan 26, 2019Updated 7 years ago
- ☆95Nov 25, 2024Updated last year
- ☆254Oct 14, 2021Updated 4 years ago
- Geophysical model generation with generative adversarial networks GANs☆18May 25, 2021Updated 4 years ago
- ☆212Feb 16, 2024Updated 2 years 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.
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆373May 12, 2025Updated 11 months ago
- Unbiased Deep Learning based Solvers for parametric PDEs☆11Oct 11, 2021Updated 4 years ago
- Physics Informed Neural Network (PINN) for the wave equation.☆209Jul 16, 2020Updated 5 years ago
- Defining requirements formally and checking them when simulating☆15Feb 14, 2025Updated last year
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆659Mar 10, 2026Updated last month
- ☆15Feb 3, 2023Updated 3 years ago
- Hands-on tutorial for implementing Physics Informed Neural Networks in Pytorch☆66Apr 24, 2025Updated 11 months ago