Generative adversarial networks (GAN) in a reduced-order model (ROM) framework for time series prediction, data assimilation and uncertainty quantification
☆47Nov 29, 2024Updated last year
Alternatives and similar repositories for gan
Users that are interested in gan are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversaria…☆12Nov 29, 2024Updated last year
- ☆10May 22, 2020Updated 6 years ago
- Using adversarial training to improve forecasts of data-driven surrogate models☆19Jul 9, 2021Updated 4 years ago
- Standardized Non-Intrusive Reduced Order Modeling☆13Nov 30, 2022Updated 3 years ago
- Stacked Denoising Auto-Encoder in Theano. Using the mnist dataset.☆14Oct 1, 2015Updated 10 years 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.
- Python tools for non-intrusive reduced order modeling☆21Jan 31, 2026Updated 3 months ago
- ☆12Jun 18, 2020Updated 5 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆76Jan 2, 2026Updated 4 months ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆26May 30, 2023Updated 2 years ago
- 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…☆28Jun 2, 2025Updated 11 months ago
- Transportation data online prediction☆50Jun 1, 2021Updated 4 years ago
- LSTM-VAE for Time Series Anomaly Detection☆10Feb 21, 2021Updated 5 years ago
- ☆10Aug 5, 2020Updated 5 years ago
- ☆12Dec 13, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Multi-Scale Temporal Variational Autoencoder for Anomaly Detection in Multivariate Time Series☆15Apr 26, 2023Updated 3 years ago
- OpenRadioss is a powerful, industry-proven finite element solver for dynamic event analysis☆16Apr 27, 2026Updated last month
- COT-GAN: Generating Sequential Data via Causal Optimal Transport☆40Jun 29, 2021Updated 4 years ago
- Official implementation of the NeurIPS 2023 paper: "Uncertainty Quantification via Neural Posterior Principal Components"☆13Jun 18, 2024Updated last year
- Transformer Assisted Convolutional Neural Network for Cell Instance Segmentation [SegPC-2021]☆17Apr 13, 2021Updated 5 years ago
- Deep Learning for Reduced Order Modelling☆111Nov 11, 2021Updated 4 years ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆37May 15, 2026Updated 2 weeks ago
- ASR, End-to-End, end2end, Speech Recognition, 端到端语音识别☆12Oct 25, 2020Updated 5 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆40Sep 7, 2023Updated 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.
- [ICML 2022] Official implementation of "Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems".☆12Jul 19, 2022Updated 3 years ago
- ☆13Aug 2, 2021Updated 4 years ago
- Based on paper Learning Embedded Representation of the Stock Correlation Matrix using Graph Machine Learning☆13Dec 24, 2022Updated 3 years ago
- Predicting image frames using autoencoder and LSTM☆42Apr 10, 2020Updated 6 years ago
- "Hit and Run" sampler☆16May 27, 2022Updated 4 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆38Jul 4, 2015Updated 10 years ago
- PECANNs: Physics and Equality Constrained Artificial Neural Networks☆26Mar 30, 2026Updated 2 months ago
- This is the LAION repository for creating open super-resolution models with the help of LAION-5B subsets.☆13May 9, 2022Updated 4 years ago
- Research and experimental code related to Opacus, an open-source library for training PyTorch models with Differential Privacy☆18Oct 9, 2024Updated last year
- 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.
- Hybrid Surrogate Assisted Many-objective Evolutionary Algorithm for Expensive Multi/Many Objective Optimization Problems☆14Nov 18, 2021Updated 4 years ago
- Include Supervised learning:Logistic Regression、Multilayer perceptron and Deep Convolutional Network .And Unsupervised learning:Auto Enco…☆14Jul 29, 2025Updated 10 months ago
- ☆14Sep 29, 2021Updated 4 years ago
- This repository demonstrates the application of our proposed task-free continual learning method on a synthetic experiment.☆13Jun 24, 2019Updated 6 years ago
- [AIR-DISCOVER Summer Research] Multi-class Anomaly Detection Transformer with Heterogenous Knowledge Distillation☆14Nov 11, 2024Updated last year
- Code for the paper titled "Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks" (NeurIPS…☆11Jan 7, 2022Updated 4 years ago
- Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks☆13Feb 15, 2022Updated 4 years ago