A basic example of using physics informed machine learning for enhanced structural dynamics modeling
☆10Jul 7, 2023Updated 3 years ago
Alternatives and similar repositories for Physics-Informed-Machine-Learning-Example
Users that are interested in Physics-Informed-Machine-Learning-Example are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains code for a project that trains a neural network to solve solid mechanics problems faster than the traditional fi…☆12Sep 28, 2023Updated 2 years ago
- Physics-informed deep learning for structural dynamics under moving load☆22Oct 4, 2024Updated last year
- FEM enhanced neural network☆20Nov 27, 2022Updated 3 years ago
- The conventional theory of mechanism-based strain gradient plasticity is realized via ANSYS user programmable features for USERMAT subrou…☆12May 27, 2024Updated 2 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20May 8, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repo for the Neurips Learning to Predict Structural Vibrations paper, provides a dataset and method for vibration prediction in plate str…☆13Jul 3, 2026Updated 2 weeks ago
- ☆18Aug 13, 2024Updated last year
- Matlab simulation of a hydrodynamically lubricated slider bearing☆11Jan 17, 2019Updated 7 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆50Aug 17, 2024Updated last year
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆18Mar 8, 2018Updated 8 years ago
- Graph Neural Network-based Surrogate Models for Finite Element Analysis☆10Sep 25, 2022Updated 3 years ago
- This repo contains my works on the area of NLP, such as Neural Machine Translation, Named Entity Recognition etc,.☆13Sep 19, 2020Updated 5 years ago
- C# implementation of the class libraries for the book Algorithms 4th Edition by Robert Sedgewick and Kevin Wayne. (Note: Original Java im…☆10Oct 15, 2014Updated 11 years ago
- Main/top level repository for ICARUS specific code☆13Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 📚 MIT Manipal Data Science Engineering: Your go-to resource hub for lab study materials, code, and more. Enhance your learning with this…☆11Sep 3, 2024Updated last year
- 3 DoFs dynamic model of deep groove ball bearing on x, y and z rotation with outer ring fault.☆23May 16, 2025Updated last year
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆13Mar 13, 2023Updated 3 years ago
- Abaqus UEL and sample input files for modeling of dielectric elastomers☆16Aug 18, 2016Updated 9 years ago
- Structured Object-Aware Physics Prediction for Video Modeling and Planning☆32May 9, 2020Updated 6 years ago
- ☆20Dec 22, 2025Updated 6 months ago
- This repository contains lecture notes, code examples, calculation resources, and tutorials related to Technical Mechanics and Finite Ele…☆41Oct 25, 2025Updated 8 months ago
- Basic deep learning models in PyTorch.☆10May 18, 2020Updated 6 years ago
- CU-BEN serial version: geometric and material nonlinear static and transient dynamic structural analysis/ linear acoustic fluid structure…☆11Apr 19, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆12Updated this week
- FeynGrav is a Wolfram Mathematica package that implements Feynman rules for gravity within FeynCalc framewok.☆17May 15, 2026Updated 2 months ago
- hep-analysis aims to reproduce the traditional data-analysis workflow in high-energy physics using Python.☆10May 22, 2018Updated 8 years ago
- This is a repository for the LinkedIn Learning course HTML for Programmers☆29Jul 14, 2024Updated 2 years ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆16Feb 9, 2025Updated last year
- MATLAB and Python codes for the ID-DMD paper☆16May 8, 2025Updated last year
- Workflow for FESAFE fatigue analysis and postprocessing using Python and Abaqus☆12Feb 23, 2023Updated 3 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆20Mar 20, 2025Updated last year
- code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit …☆13Jan 28, 2026Updated 5 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Quantization (QAT) Demo on CIFAR10☆17Jan 29, 2024Updated 2 years ago
- Physics Informed Neural Networks (PINNs) is a machine learning technique that incorporates physical laws and constraints into the neural …☆12Sep 27, 2024Updated last year
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 2 months ago
- Abaqus/Standard user element subroutine (UEL) for small strain isotropic linear elastostatics using standard displacement formulation.☆23Jan 20, 2026Updated 6 months ago
- Frenet Corridor Planner: high-efficient and noise-resilient optimal path planner.☆14Sep 2, 2025Updated 10 months ago
- Molecular dynamics simulations in Python and Cython. Simulates Lennard-Jones particles in the NVE ensemble using the Verlet method and hi…☆12Jun 2, 2015Updated 11 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆17Apr 18, 2020Updated 6 years ago