Physics-guided Convolutional Neural Network
☆73Oct 24, 2020Updated 5 years ago
Alternatives and similar repositories for PhyCNN
Users that are interested in PhyCNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep LSTM for highly nonlinear system modeling☆60Sep 6, 2019Updated 6 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆109Aug 17, 2023Updated 3 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆23Nov 30, 2021Updated 4 years ago
- Physics-informed learning of governing equations from scarce data☆170Jul 19, 2023Updated 3 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆48Feb 4, 2026Updated 6 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Software for selecting earthquake ground motions to match a target conditional spectrum☆69Mar 5, 2026Updated 5 months ago
- GPTIPS2F: Symbolic Regression toolbox for MATLAB evolved☆11Apr 29, 2026Updated 3 months ago
- The relevant codes and more comparison results of "Physics-informed deep learning for tool wear monitoring".☆17Dec 21, 2021Updated 4 years ago
- physics-guided neural networks (phygnn)☆104Jul 21, 2026Updated 3 weeks ago
- A Surrogate Model with Data Augmentation and Deep Transfer Learning for Temperature Field Prediction of Heat Source Layout☆11Nov 25, 2020Updated 5 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆37Jan 15, 2024Updated 2 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆14Jan 26, 2022Updated 4 years ago
- This repo contains the code of Transitional Markov chain Monte Carlo algorithm☆24Oct 26, 2022Updated 3 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆47Feb 5, 2024Updated 2 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.
- Code of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simulat…☆20Apr 28, 2026Updated 3 months ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 6 years ago
- ☆11Jun 14, 2023Updated 3 years ago
- A Python toolbox for kinematic earthquake ground motion modelling!☆12Dec 18, 2018Updated 7 years ago
- 用CGAN训练时频域特征生成特征样本,数据集非图片数据集,用到了dataset自定义的数据集。☆12Apr 30, 2022Updated 4 years ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆24Nov 8, 2022Updated 3 years ago
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆21Jan 15, 2022Updated 4 years ago
- ☆15May 11, 2024Updated 2 years ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 3 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.
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆33Sep 14, 2021Updated 4 years ago
- Phase-Based Video Motion Magnification for identification of vibration modes from video measurements.☆12Jun 6, 2021Updated 5 years ago
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆34Oct 25, 2022Updated 3 years ago
- StructGNN: An Efficient Graph Neural Network Framework for Static Structural Analysis☆43Apr 16, 2024Updated 2 years ago
- Frequency Domain Decomposition (FDD)☆10May 16, 2020Updated 6 years ago
- Physics_Informed Bayesian Optimization☆16Nov 13, 2023Updated 2 years ago
- physics-informed neural network for elastodynamics problem☆163Jan 20, 2022Updated 4 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆35Oct 5, 2021Updated 4 years ago
- Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling☆117Sep 5, 2021Updated 4 years 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.
- ☆15Jan 10, 2017Updated 9 years ago
- Seismic Fault Detection using CNN model☆15Sep 26, 2022Updated 3 years ago
- Code for "Deep Energy-Based Modeling of Discrete-Time Physics," NeurIPS, 2020. (Oral)☆19Jan 30, 2022Updated 4 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆298Oct 12, 2021Updated 4 years ago
- 地震作用下剪切型结构线性/非线性时程分析☆26Jun 2, 2019Updated 7 years ago
- AutoComplete plugin to make writing OpenSEES file easier on Notepad++☆10Apr 2, 2016Updated 10 years ago
- Outputs Abaqus odb information to MATLAB mat file.☆11Jul 7, 2014Updated 12 years ago