Code for "Deep Nitsche Method: Deep Ritz Method with Essential Boundary Conditions"
☆17Jul 7, 2022Updated 3 years ago
Alternatives and similar repositories for DeepNitscheMethod
Users that are interested in DeepNitscheMethod are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and imp…☆47Jul 2, 2018Updated 7 years ago
- Implementation of the Deep Ritz method and the Deep Galerkin method☆65Jun 4, 2020Updated 6 years ago
- PINN, DGM and DRM☆20Jul 3, 2023Updated 2 years ago
- Repository for some of the experiments presented in the paper "Deep Learning Alternatives of the Kolmogorov Superposition Theorem", Spotl…☆22Mar 28, 2025Updated last year
- Lego-like building blocks for Finite Element Analysis☆56Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- We develop a custom ML routine XNODE-WAN to solve parabolic PDEs with high efficiency.☆11Jun 23, 2022Updated 4 years ago
- The code is for two phase demonstration as example 1 shown in the paper - Gao, Yi, and Yongming Liu. "Reliability-based topology optimiza…☆12Dec 27, 2021Updated 4 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆25Jun 3, 2025Updated last year
- ☆11Apr 7, 2024Updated 2 years ago
- Overlapping finite element meshes in AMORE☆11Nov 15, 2024Updated last year
- Solve static non-linear mechanics problems using Finite Elements Method for hyperelastic materials☆11Feb 14, 2025Updated last year
- RNN 拟合微分算子☆15Jan 27, 2020Updated 6 years ago
- A python code for 3d topology optimization using OC method☆10Jan 16, 2017Updated 9 years ago
- 我的学习笔记☆13Jun 27, 2021Updated 5 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.
- ☆12Jul 15, 2022Updated 3 years ago
- A program for solving nonlinear boundary value problems in solid mechanics with nonlinear material behaviour and large deformation.☆11Jun 19, 2023Updated 3 years ago
- ☆34Jun 12, 2026Updated 2 weeks ago
- TOPDyn: Python-based Topology Optimization procedure for time-harmonic vibration problems☆18Feb 17, 2022Updated 4 years ago
- Finite element thermo-elastic, buckling analysis of variable angle tow laminated plate☆12Apr 16, 2025Updated last year
- Cyclic-permutation invariant networks for classifying periodic time-series☆12Jul 25, 2024Updated last year
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated 2 years ago
- ☆16Jul 3, 2023Updated 2 years ago
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated 2 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.
- Adaptive phase field modeling of fracture using deep energy minimization.☆43Mar 29, 2021Updated 5 years ago
- Material for workshop and autumn school on scientific machine learning 2023☆23Dec 18, 2023Updated 2 years ago
- A collection of examples that demonstrate how FEniCS is used to solve PDEs on regular and irregular geometries. Written in Python.☆13Aug 20, 2016Updated 9 years ago
- Python Package for EIT(Electric Impedance Tomography)-like problems using Gauss-Newton method.☆17Nov 5, 2025Updated 7 months ago
- Deep-Learning Schemes for Full-Wave Nonlinear Inverse Scattering Problems☆16May 26, 2022Updated 4 years ago
- A Matlab program which solves a static nonlinear FEM problem with linear shape functions, for an ideal elastic-plastic material☆14Aug 9, 2024Updated last year
- A deep learning based method for solving high dimensional partial differential equations based on its weak form☆26Jun 22, 2025Updated last year
- Collection of Fluid Structure Interaction codes, used for one of my PhD courses☆19Jul 20, 2024Updated last year
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆49Aug 17, 2024Updated last year
- 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 a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆21Jul 20, 2023Updated 2 years ago
- Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.☆13Jun 12, 2024Updated 2 years ago
- Curated list of some open source codes employing isogeometric analysis (IGA)☆48Oct 28, 2021Updated 4 years ago
- Topology Optimization for Python using Bidirectional Evolutionary Structure Optimization (BESO)☆18Apr 20, 2024Updated 2 years ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆13Mar 18, 2024Updated 2 years ago
- Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…☆44Feb 1, 2023Updated 3 years ago
- Matlab code for geometrically nonlinear topology optimization, including stability constraints.☆27Dec 7, 2023Updated 2 years ago