ZimoLiao / rvmdLinks
Reduced-order Variational Mode Decomposition (RVMD)
☆27Updated 5 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…☆24Updated 2 months ago
- Research/development of physics-informed neural networks for dynamic systems☆27Updated 8 months ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆110Updated 3 years ago
- multi-fidelity neural network☆19Updated 2 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆92Updated last year
- Code for "Conditional Variational Autoencoders for Probabilistic Wind Turbine Blade Fatigue Estimation using SCADA data"☆18Updated 4 years ago
- Physics-guided Convolutional Neural Network☆67Updated 4 years ago
- Research project conducted at Pacific Northwest National Laboratory, exploring the use of physics-informed autoencoders to predict fluid …☆36Updated 2 years ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆37Updated 2 years ago
- Deep LSTM for highly nonlinear system modeling☆56Updated 5 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆19Updated 3 years ago
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆21Updated last year
- An automatic knowledge embedding framework for scientific machine learning☆23Updated 3 years ago
- ☆40Updated 2 years ago
- A convolutional neural network for drag prediction in laminar flows☆15Updated 4 years ago
- ☆17Updated last year
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆47Updated 2 years ago
- Elastohydrodynamic Lubrication Point Contact Solver for MATLAB☆27Updated last year
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆37Updated 2 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆150Updated last year
- This repository contains code for predicting multiaxial fatigue life of metals using deep learning models (CNN, LSTM, and GRU) combined w…☆19Updated last year
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆79Updated last year
- I am doing a surrogate optimization of a transonic airfoil. I am using an artificial neural network as my surrogate model to approximate …☆9Updated 4 years ago
- ☆80Updated last year
- 20 MW common research wind turbine model data☆11Updated 9 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆27Updated 2 years ago
- Deep Learning for Structural Health monitoring☆18Updated 10 months ago
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆25Updated 6 months ago
- ☆64Updated 2 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆27Updated 3 years ago