ZimoLiao / rvmdLinks
Reduced-order Variational Mode Decomposition (RVMD)
☆27Updated 8 months ago
Alternatives and similar repositories for rvmd
Users that are interested in rvmd are comparing it to the libraries listed below
Sorting:
- This repo contains a PyTorch-based AE-ConvLSTM model for fluid flow prediction. It can forecast 5–10 time steps per forward pass and over…☆27Updated 5 months ago
- Physics-guided Convolutional Neural Network☆68Updated 5 years ago
- Code for "Conditional Variational Autoencoders for Probabilistic Wind Turbine Blade Fatigue Estimation using SCADA data"☆18Updated 4 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆96Updated 2 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆19Updated 3 years ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆114Updated 3 years ago
- A Flow Field Prediction Program & Multiple Spatio_temporal Attention (MSTA) Network & Multiple Fusion Attention (MFA) & Spatial Transform…☆13Updated last month
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆39Updated 3 years ago
- Code for Rice et al. 2020 "Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forcea…☆36Updated 2 months ago
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆38Updated 2 years ago
- ☆27Updated 2 years ago
- An automatic knowledge embedding framework for scientific machine learning☆23Updated 3 years ago
- Research/development of physics-informed neural networks for dynamic systems☆31Updated 11 months ago
- PDE Preserved Neural Network☆58Updated 5 months ago
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆29Updated 2 years ago
- multi-fidelity neural network☆20Updated 2 years ago
- ☆89Updated 2 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆27Updated 2 years ago
- ☆40Updated 2 years ago
- Elastohydrodynamic Lubrication Point Contact Solver for MATLAB☆27Updated last year
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆52Updated 2 years ago
- ☆64Updated 2 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆33Updated 3 years ago
- Deep Learning for Structural Health monitoring☆19Updated last year
- ☆42Updated 2 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆160Updated last year
- ☆21Updated 2 years ago
- POD-PINN code and manuscript☆54Updated last year
- ☆18Updated last year
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆86Updated last year