AlbertoPa

NeoFOAM

WIP Prototype of a modern CFD core

QuestPDF

QuestPDF is a modern open-source .NET library for PDF document generation. Offering comprehensive layout engine powered by concise and discoverable C# Fluent API. Easily generate PDF reports, invoices, exports, etc.

valkey

A flexible distributed key-value datastore that supports both caching and beyond caching workloads.

RapidCFD-dev

RapidCFD is an OpenFOAM fork running fully on CUDA platform. Brought to you by

Conservative_PINNs

We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation property of cPINN is obtained by enforcing the flux continuity in the strong form along the sub-domain interfaces.

CausalPINNs

LDNets

PINN_HeatTransfer_tf2

Soving heat transfer problems using PINN with tf2.0

Heat_Equation_1D

Physics informed neural network (PINN) for the 1D Heat equation

Heat_Equation2D

Physics informed neural network (PINN) for the 2D Heat equation

pinn-heat-equation

A standalone project to test libtorch C++ APIs on solving the 2D heat equation with PINN.

PINN

Simple PyTorch Implementation of Physics Informed Neural Network (PINN)

Physics-Informed-Neural-Networks

Investigating PINNs

pythonFoam

In OpenFOAM, call python function

ICengines

Internal combustion engines example cases

SA-PINNs

Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]

Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_DeepONets

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

pinns

Playing around with Phyiscs-Informed Neural Networks

seacas

The Sandia Engineering Analysis Code Access System (SEACAS) is a suite of preprocessing, postprocessing, translation, and utility applications supporting finite element analysis software using the Exodus database file format.

microsoft-identity-web

Helps creating protected web apps and web APIs with Microsoft identity platform and Azure AD B2C

custom-claim-provider

Configure a custom claim provider for token issuance event using ASP.NET Core with Identity.Web.

MailKit

A cross-platform .NET library for IMAP, POP3, and SMTP.

zotero-gpt

GPT Meet Zotero.

CGNS

The CFD General Notation System (CGNS) provides a standard for recording and recovering computer data associated with the numerical solution of fluid dynamics equations. All development work and bug fixes should be based off the 'develop' branch, CGNS uses the branching model Gitflow.

aerosolved

AeroSolved is a Computational Fluid Dynamics code, based on the OpenFOAM software package, for simulation of the generation, transport, evolution and deposition of multispecies aerosol mixtures.

deepxde

A library for scientific machine learning and physics-informed learning

BytexDigital.Blazor.Components.CookieConsent

Components for handling GDPR cookie consent

OpenFOAM_HMM

Refactoring OpenFOAM with OpenMP target offloading and use of HMM to offload work onto GPUs