Physics-guided Convolutional Neural Network
☆72Oct 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☆58Sep 6, 2019Updated 6 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆104Aug 17, 2023Updated 2 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆20Nov 30, 2021Updated 4 years ago
- Physics-informed learning of governing equations from scarce data☆170Jul 19, 2023Updated 2 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆45Feb 4, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.☆100Apr 22, 2024Updated last year
- GPTIPS2F: Symbolic Regression toolbox for MATLAB evolved☆11Jun 10, 2022Updated 3 years ago
- Software for selecting earthquake ground motions to match a target conditional spectrum☆68Mar 5, 2026Updated last month
- StructGNN: An Efficient Graph Neural Network Framework for Static Structural Analysis☆43Apr 16, 2024Updated 2 years ago
- physics-guided neural networks (phygnn)☆102Apr 3, 2026Updated 2 weeks ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆36Jan 15, 2024Updated 2 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆13Jan 26, 2022Updated 4 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆44Feb 5, 2024Updated 2 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 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A Python toolbox for kinematic earthquake ground motion modelling!☆12Dec 18, 2018Updated 7 years ago
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆21Jan 15, 2022Updated 4 years ago
- ☆11Jun 14, 2023Updated 2 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 5 years ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆23Nov 8, 2022Updated 3 years ago
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆34Sep 14, 2021Updated 4 years ago
- ☆17May 11, 2024Updated last year
- Phase-Based Video Motion Magnification for identification of vibration modes from video measurements.☆12Jun 6, 2021Updated 4 years 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
- 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.
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆33Oct 25, 2022Updated 3 years ago
- This repo contains the code of Transitional Markov chain Monte Carlo algorithm☆23Oct 26, 2022Updated 3 years ago
- Code of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simulat…☆20Jan 7, 2026Updated 3 months ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆35Oct 5, 2021Updated 4 years ago
- Physics-informed deep learning for structural dynamics under moving load☆20Oct 4, 2024Updated last year
- Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling☆118Sep 5, 2021Updated 4 years ago
- physics-informed neural network for elastodynamics problem☆161Jan 20, 2022Updated 4 years ago
- ☆15Jan 10, 2017Updated 9 years ago
- ☆19Dec 22, 2025Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementaion of the method from the article "Blind identification of full-field vibration modes from video measurements with phase-based…☆18Oct 21, 2021Updated 4 years ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆11Nov 9, 2024Updated last year
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆286Oct 12, 2021Updated 4 years ago
- This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Ne…☆23Sep 22, 2023Updated 2 years ago
- Outputs Abaqus odb information to MATLAB mat file.☆11Jul 7, 2014Updated 11 years ago
- Implementations of the "randomize-then-optimize" approach for sampling Bayesian Physics-informed Neural Network posteriors☆16Apr 12, 2025Updated last year
- FE model updating in Python☆11Mar 30, 2026Updated 2 weeks ago