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This repository implements Physics-Informed Neural Networks (PINNs) to solve **two-dimensional elasto-plastic deformation** problems. The model predicts displacement, stress, and strain fields for …
PINN for stress calculation of an elastic plate with elliptical hole
Jupyter notebooks for our SIAM tutorial on FEniCS.
Python application for processing and interpretation of low-strain impact pile integrity testing datadata
A Stiffening Mode Classiffier for Thin-walled CFS sections
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (f…
Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞
Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
Physics-Informed Neural Network for Osteoporosis Risk Prediction
本教程将全面指导你如何快速搭建自己的AI应用环境，从Docker桌面版的安装与配置开始，到本地部署Dify并自定义AI助手功能，让你轻松实现“猜病例”、“甜蜜哄人”、“新生入学指南”、“小红书读书卡片”与“面试宝典”等多种特色AI应用。并教会你从基础智能体到使用工作流，再到知识库、DeepResearch、数据库、MCP、复杂任务编排等高阶任务，由浅到深的学习掌握基于dify的大模型应用开发。
A multiphysics approach using PINNs for solving a electro-fracture-mechanics problem.
scuzyq / qwen_text2image
Forked from wwwzhouhui/qwen_text2image这是一个基于 ModelScope Qwen-Image 模型的文生图 Dify 插件，能够根据文本描述生成高质量的图像。插件采用异步任务处理模式，确保稳定可靠的图像生成体验
这是一个基于 ModelScope Qwen-Image 模型的文生图 Dify 插件，能够根据文本描述生成高质量的图像。插件采用异步任务处理模式，确保稳定可靠的图像生成体验
Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence
Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition
Framework providing pythonic APIs, algorithms and utilities to be used with PhysicsNeMo core to physics inform model training as well as higher level abstraction for domain experts
This is a U-Net-based deep learning model, which we call DeepCFD. You can use this model to predict the temperature, velocity, and pressure flow fields within a Laval nozzle. The specific nozzle pa…
Applying deep learning in Computational Fluid Dynamics
This repository contains the codes for computing crack kinematics using a binary mask that represents a segmented crack. The methodoly hereby implementes was presented in the paper "Determing crack…
Python module for conducting operational modal analysis