Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and implementation for deep Ritz method.
☆48Jul 2, 2018Updated 8 years ago
Alternatives and similar repositories for DeepRitzMethod
Users that are interested in DeepRitzMethod are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reproduce the first two numerical experiments(Pytorch)☆27Jul 30, 2020Updated 6 years ago
- Implementation of the Deep Ritz method and the Deep Galerkin method☆65Jun 4, 2020Updated 6 years ago
- Code for "Deep Nitsche Method: Deep Ritz Method with Essential Boundary Conditions"☆17Jul 7, 2022Updated 4 years ago
- We develop a custom ML routine XNODE-WAN to solve parabolic PDEs with high efficiency.☆11Jun 23, 2022Updated 4 years ago
- A deep learning based method for solving high dimensional partial differential equations based on its weak form☆26Jun 22, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PINN, DGM and DRM☆20Jul 3, 2023Updated 3 years ago
- ☆10Sep 21, 2019Updated 6 years ago
- Tips on how to avoid making common errors in LaTeX.☆17Oct 1, 2015Updated 10 years ago
- RNN 拟合微分算子☆15Jan 27, 2020Updated 6 years ago
- TorchFEM: Another Finite Element Package...in PyTorch☆17Apr 19, 2024Updated 2 years ago
- ☆18Jul 27, 2018Updated 8 years ago
- Solving High Dimensional Partial Differential Equations with Deep Neural Networks☆33Dec 21, 2021Updated 4 years ago
- ☆15May 11, 2020Updated 6 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Jun 1, 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.
- A hybrid Decoder-DeepONet operator regression framework for unaligned observation data☆10Jul 16, 2023Updated 3 years ago
- Physics-informed neural networks (PINNs)☆15Jun 7, 2022Updated 4 years ago
- ☆16Jul 18, 2019Updated 7 years ago
- ☆14May 5, 2019Updated 7 years ago
- Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations☆293Jul 30, 2022Updated 4 years ago
- source code of learning to discretize solving 1d scalar conservation laws via deep reinforcement learning☆15Feb 2, 2021Updated 5 years ago
- ☆17Apr 2, 2023Updated 3 years ago
- FEM enhanced neural network☆20Nov 27, 2022Updated 3 years ago
- Physics-guided neural network framework for elastic plates☆51Mar 24, 2022Updated 4 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.
- Implementation of PINNs for burger's and Navier-Stokes equation with PyTorch☆11May 23, 2024Updated 2 years ago
- ☆11Mar 24, 2021Updated 5 years ago
- Physics Informed Neural Networks☆20Sep 2, 2020Updated 6 years ago
- Code For Beyond Finite Layer Neural Network:Bridging Deep Architects and Numerical Differential Equations☆15Jun 4, 2019Updated 7 years ago
- SE-PINN: Solving the Schrödinger Equation via Physics-Informed Machine Learning☆11Dec 17, 2025Updated 8 months ago
- Non-linear Schrodinger Equation Solver☆13Jul 21, 2026Updated last month
- ☆11Apr 7, 2024Updated 2 years ago
- Python and MATLAB code for Stein Variational sampling methods☆28May 25, 2019Updated 7 years ago
- About Partial Differential Equations (PDEs) of 2D Heat Transfer is solved by Physic-Informed Neural Network (PINN), while time is discret…☆14May 14, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆16Jul 3, 2023Updated 3 years ago
- Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms☆12Nov 4, 2024Updated last year
- ☆12Apr 7, 2022Updated 4 years ago
- 留作纪念☆11Jun 6, 2016Updated 10 years ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆34Oct 30, 2023Updated 2 years ago
- ☆12Jul 15, 2022Updated 4 years ago
- Group project "Algorithms for large-scale optimal transport". Implement ADMMs and Sinkhorn's Algorithms.☆11Jan 28, 2019Updated 7 years ago