This is the code of Pretrain Finite Element Method
☆18Jun 9, 2026Updated 4 months ago
Alternatives and similar repositories for PFEM
Users that are interested in PFEM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Physics-Informed PointNet (PIPN) for weakly-supervised learning of 2D linear elasticity (plane stress) on multiple sets…☆14Apr 11, 2024Updated 2 years ago
- ☆22Apr 21, 2023Updated 3 years ago
- The reliability analysis is studied for stiffened Kirchhoff's plate bending using the Finite Element Method in MATLAB. We used the Hsieh-…☆14Nov 17, 2021Updated 4 years ago
- Code for the paper "A physics-informed neural network framework for laminated composite plates under bending"☆21Jan 17, 2025Updated last year
- This repository consists of two-step training DeepONet code.☆13May 22, 2024Updated 2 years ago
- 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.
- Speeding up and reducing memory usage for scientific machine learning via mixed precision☆12Dec 27, 2024Updated last year
- 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
- This repository contains the code for coupling FEniCS with Physics-Informed DeepONet☆23Mar 28, 2026Updated 7 months ago
- Physics-guided neural network framework for elastic plates☆51Mar 24, 2022Updated 4 years ago
- Multiple anki apkg files are documented here that contain german nouns with colorized gender. You may want to try these out when learning…☆15Jul 25, 2020Updated 6 years ago
- Some changes applied to XFEM_Fracture2D to enable fracture in a functionally graded material, e.g. wood☆14Sep 11, 2019Updated 7 years ago
- ☆15Dec 15, 2020Updated 5 years ago
- 2D finite difference seismic wave propagation☆10May 7, 2020Updated 6 years ago
- Fourier Neural Operators to solve for Allen Cahn PDE equations☆20Jan 17, 2022Updated 4 years ago
- 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.
- Machine Learning-based Second-order Analysis of Beam-columns through Physics-Informed Neural Networks☆17Feb 18, 2025Updated last year
- Celibre晋江文学城插件☆13Mar 10, 2022Updated 4 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆33Mar 19, 2026Updated 7 months ago
- The demo code for "Physics-enhanced neural networks for half-space seismic wave modeling"☆11Oct 11, 2023Updated 3 years ago
- Simple extension of Apple's SKLabelNode (SpriteKit). Allowing multiple lines through the use of \n in the text-string.☆14Apr 20, 2014Updated 12 years ago
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆28Sep 7, 2023Updated 3 years ago
- Physics Informed Fourier Neural Operator☆32Nov 21, 2024Updated last year
- A monolithic Finite Element formulation for the hydroelastic analysis of Very Large Floating Structures☆11Aug 12, 2024Updated 2 years ago
- A tiny finite element method (FEM) library for beams and shells☆12May 15, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 基于Scrapy开发的晋江爬虫，根据书号下载小说非V章节，生成可编辑的Word文档 | A simple tool to scrape and download non-V chapters of any novel from jjwxc.net in .docx form…☆15Feb 27, 2025Updated last year
- A simple Physics Informed Neural Network (PINN) implementation in TensorFlow 2 for magnetic field mapping using finite amount of magnetic…☆15Jun 7, 2022Updated 4 years ago
- Leibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch☆15Sep 13, 2021Updated 5 years ago
- The DynaGen model allows the prediction of dynamical field data based on microstructure input. The model is exemplified to dynamic fractu…☆12Mar 17, 2023Updated 3 years ago
- "Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]☆17May 21, 2026Updated 5 months ago
- MIONet: Learning multiple-input operators via tensor product☆47Nov 13, 2022Updated 3 years ago
- Cohesive elements in Abaqus UMAT☆51Aug 31, 2020Updated 6 years ago
- This is the implementation of the PI-UNet for HSL-TFP☆29Feb 19, 2023Updated 3 years ago
- Image compression, denoising, similarity search and latent-space morphing with linear, convolutional and denoising autoencoders in Tensor…☆20Updated this week
- 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.
- ☆11Dec 24, 2022Updated 3 years ago
- Convert Abaqus .inp job files into input files for the research FEM code FEAP.☆10Dec 4, 2015Updated 10 years ago
- A Hands-on Introduction to Physics-Informed Neural Networks☆20Apr 30, 2025Updated last year
- CU-BEN serial version: geometric and material nonlinear static and transient dynamic structural analysis/ linear acoustic fluid structure…☆11Apr 19, 2020Updated 6 years ago
- ☆19Aug 8, 2023Updated 3 years ago
- All the projects and code were completed in August 2022. unsupervised learning digital image correlation☆16Jul 17, 2024Updated 2 years ago
- Differentiable numerical solvers and scientific machine learning on one JAX substrate; you write the math, it stays differentiable end to…☆33Updated this week