Multi-head attention network for airfoil flow field prediction
☆17Sep 13, 2022Updated 3 years ago
Alternatives and similar repositories for Multi-head-attention-network
Users that are interested in Multi-head-attention-network are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- this repository mainly descript how use vision transfrmer encode airfoil to latent code☆24Jan 18, 2025Updated last year
- CNN model to predict the lift-drag ratio of airfoil☆18Feb 28, 2021Updated 5 years ago
- This repository contains code used to create and train a deep neural network that replicates a RANS solver for aerodynamic prediction ove…☆44Dec 5, 2024Updated last year
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆86Nov 4, 2024Updated last year
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆25Jan 9, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆15Aug 24, 2024Updated last year
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆34Mar 11, 2024Updated 2 years ago
- A convolutional neural network for drag prediction in laminar flows☆15Jan 14, 2021Updated 5 years ago
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆17May 14, 2021Updated 4 years ago
- Sample codes for training of Voronoi-tessellation-assisted convolutional neural network by Fukami et al. (Nature Machine Intelligence 202…☆59Aug 11, 2023Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆25May 30, 2023Updated 2 years ago
- Flow field reconstruction and prediction of the 2D cylinder flow using data-driven physics-informed neural network combined with long sho…☆40Nov 11, 2024Updated last year
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆27Sep 7, 2023Updated 2 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆61Jan 9, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆50Jul 23, 2020Updated 5 years ago
- Laminar flow prediction using graph neural networks☆32Jan 17, 2025Updated last year
- Numerical tool for Construction of Reduced-order models for fluid flows.☆31Jan 21, 2021Updated 5 years ago
- Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression☆11Jul 28, 2023Updated 2 years ago
- Code for Rice et al. 2020 "Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forcea…☆37Sep 9, 2025Updated 6 months ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- multi-fidelity neural network☆22Mar 1, 2026Updated 3 weeks ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 5 years ago
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆11Oct 3, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Framework for aeroelasticity analyses☆16Jul 15, 2022Updated 3 years ago
- ☆28Oct 31, 2023Updated 2 years ago
- This repository consists of two-step training DeepONet code.☆14May 22, 2024Updated last year
- Graph Neural Networks (GNN) based solvers for Computational Fluid Dynamics (CFD)☆53Jan 24, 2024Updated 2 years ago
- CNN for airfoil lift-to-drag-ratio prediction☆46Mar 3, 2019Updated 7 years ago
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆341Nov 15, 2022Updated 3 years ago
- Mapping, Radial Basis Function, RBF, FSI☆12May 17, 2020Updated 5 years ago
- ☆16Jun 13, 2023Updated 2 years ago
- Tools for computational aeroacoustics☆22Jul 11, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆29Feb 18, 2025Updated last year
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆29Sep 6, 2021Updated 4 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- ☆24Jul 25, 2024Updated last year
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆12May 3, 2021Updated 4 years ago
- High-aspect-ratio composite wing nonlinear aeroelastic toolbox☆21Aug 11, 2019Updated 6 years ago
- The public repository about our joint FINN research project☆37Oct 28, 2022Updated 3 years ago