Shallow Learning for Flow Reconstruction with Limited Sensors and Limited Data
☆40Dec 28, 2018Updated 7 years ago
Alternatives and similar repositories for ShallowDecoder
Users that are interested in ShallowDecoder 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 "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 7 years ago
- ☆14Apr 5, 2024Updated 2 years ago
- Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence☆22Jan 27, 2022Updated 4 years ago
- ☆52Jun 21, 2023Updated 2 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆65Feb 20, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository contains the simple source codes of "Convolutional neural network and long short-term memory based reduced order surrogat…☆15Feb 27, 2021Updated 5 years ago
- ☆15May 11, 2020Updated 5 years ago
- ☆25Jul 19, 2024Updated last year
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆61Jan 8, 2021Updated 5 years ago
- Code for "Learning data-driven discretizations for partial differential equations"☆167Aug 19, 2025Updated 8 months ago
- POD-PINN code and manuscript☆58Nov 10, 2024Updated last year
- Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"☆11Sep 19, 2020Updated 5 years ago
- Linear and non-linear spectral forecasting algorithms☆139Feb 12, 2021Updated 5 years ago
- Demo implementation of Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition☆38Jan 7, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is a replication of "CFD Python: 12 steps to Navier-Stokes" in Julia☆41Mar 25, 2017Updated 9 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆75Jan 2, 2026Updated 4 months ago
- ICON for in-context operator learning☆63Feb 21, 2025Updated last year
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆229May 28, 2023Updated 2 years ago
- ☆14Jul 16, 2020Updated 5 years ago
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆20Jun 19, 2024Updated last year
- This repository contains various Autoencoders implemented using TensorFlow☆12Dec 3, 2018Updated 7 years ago
- 3D FFD (free-form deformation) demo for FDU DATA130012 (Data Visualization) course project (a Unity3D project)☆11Jul 13, 2017Updated 8 years ago
- Code and data in support of publication on Cardiac PINN☆24Apr 24, 2021Updated 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.
- ☆14Jun 13, 2024Updated last year
- Source code for "Deep Dynamical Modeling and Control of Unsteady Fluid Flows" from NeurIPS 2018☆49Dec 3, 2018Updated 7 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆53May 31, 2023Updated 2 years ago
- Sparsity-Promoting Dynamic Mode Decomposition with Control☆10Jul 6, 2023Updated 2 years ago
- bookmark package for LaTeX☆12Dec 10, 2023Updated 2 years ago
- ☆12Jan 6, 2023Updated 3 years ago
- ☆10Aug 5, 2020Updated 5 years ago
- ☆63Jul 24, 2019Updated 6 years ago
- Code for "Kuramoto Orientation Diffusion"☆28Nov 7, 2025Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Python script solving the Burgers' equation (équation de Burgers) 1D by using FFT pseudo-spectral method.☆31Jul 25, 2021Updated 4 years ago
- ☆12Apr 12, 2023Updated 3 years ago
- ☆19Apr 5, 2024Updated 2 years ago
- ☆12Feb 24, 2023Updated 3 years ago
- Physics-informed neural networks for highly compressible flows 🧠🌊☆30Nov 26, 2023Updated 2 years ago
- FluidNet re-written with ATen tensor lib☆52Jun 17, 2019Updated 6 years ago
- ☆12Dec 13, 2024Updated last year