Bayesian PINN codes to solve 2D/3D Navier Stokes for wind fields
☆12Dec 12, 2023Updated 2 years ago
Alternatives and similar repositories for NS_BPINN
Users that are interested in NS_BPINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Physics-informed neural networks to solve forward and inverse problems of 1D laminar flames☆23Mar 4, 2025Updated last year
- ☆12Jan 22, 2024Updated 2 years ago
- Physics Informed Neural Networks (PINNs) code to solve the 3D Poisson-Boltzmann equation.☆17Mar 31, 2025Updated last year
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆44Jun 24, 2022Updated 4 years ago
- This is the code for "Neural Network Reconstruction of Plasma Space-Time" by C.Bard and J.Dorelli (DOI: 10.3389/fspas.2021.732275). It is…☆15Oct 6, 2021Updated 5 years 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.
- Introdução à computação em física☆19Dec 5, 2023Updated 2 years ago
- Codes for various problems solved using Finite Difference Method and Finite Volume Method.☆12Apr 6, 2016Updated 10 years ago
- Implementation of PINNs for burger's and Navier-Stokes equation with PyTorch☆11May 23, 2024Updated 2 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 4 years ago
- Code repository for the paper "A Comparative Study of Convolutional Neural Network Models for Wind Field Downscaling" by Kevin Höhlein, M…☆16Sep 9, 2020Updated 6 years ago
- (LS)^2D: LES and SCM Large Scale Dynamics -- a Python package to simplify downscaling ERA5 with LES.☆20Oct 27, 2026Updated last week
- ☆11May 30, 2021Updated 5 years ago
- SE-PINN: Solving the Schrödinger Equation via Physics-Informed Machine Learning☆11Dec 17, 2025Updated 10 months ago
- Contains implementation of PINN using Tensorflow 2.4.0☆14Apr 28, 2023Updated 3 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.
- Large Eddy Simulator for Study of Urban Boundary-Layer Flows☆11Jul 6, 2018Updated 8 years ago
- ☆12Jul 21, 2023Updated 3 years ago
- This is an implementation of a traffic speed predicition model.☆10Oct 27, 2022Updated 4 years ago
- 多变量时序预测transformer☆17Sep 13, 2022Updated 4 years ago
- 这是一个基于 Python 有限元理论,算法与应用的仓库☆14Oct 18, 2019Updated 7 years ago
- This code is for of inverse design and forward prediction of disordered waveguide. Full codes updated☆13Dec 20, 2024Updated last year
- matlab code for GPR simulation in 2-D.☆17Jul 27, 2016Updated 10 years ago
- Profile Classification Modelling (PCM) is an ocean data analysis method based on un-supervised classification of vertical profiles☆23Jan 30, 2019Updated 7 years ago
- some basic algorithms explored on the Yee Grid in FDTD☆14Sep 22, 2018Updated 8 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.
- Data-guided physics-informed neural networks☆18Jul 16, 2024Updated 2 years ago
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated 2 years ago
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆34Aug 11, 2023Updated 3 years ago
- BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)☆36Sep 7, 2025Updated last year
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated 6 months ago
- Repository for the paper "Physics-informed Variational Autoencoders for Improved Robustness to Environmental Factors of Variation".☆14Oct 21, 2025Updated last year
- ☆11Aug 13, 2024Updated 2 years ago
- A repository containing the data and source code needed to reproduce the results and figures from our paper “Training Deep Physics-Inform…☆11Jan 21, 2026Updated 9 months ago
- ☆18Mar 10, 2022Updated 4 years 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.
- Bayesian Physics-Informed Neural Networks for Robust System Identification of Power Systems☆14May 17, 2023Updated 3 years ago
- PINNs for the 2d shallow water equations☆19Jun 21, 2025Updated last year
- Collections of functions for plotting WRF data☆12Apr 25, 2023Updated 3 years ago
- Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem☆18Dec 6, 2024Updated last year
- This repository gives the codes for "Physics-constrained deep-learning source-independent full-waveform inversion".☆19Mar 5, 2026Updated 8 months ago
- Take daily meteorological data files in csv format (combine them w/ some data processing) and write data to little_r format for WRF OBSGR…☆12Feb 10, 2020Updated 6 years ago
- ☆14Jun 3, 2024Updated 2 years ago