Pinned Repositories
2D_CARFIVE
2D Cartesian Quadtree Adaptive Mesh Refinement (AMR) for multiphase Five Equations Model
9eqModel_KNFandLSTM
Advanced-CFD-Codes
Finite Volume discretised Conduction, Convection, Advection/Diffusion modelling in FORTRAN
caeroc
☴🖩 Compressible Aerodynamics Calculator for Python
CFD_Julia
This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.
ebook
收集的电子书资源
finitevolume-python
Finite Volume simulation of the Kelvin-Helmholtz Instability
librefprop.so
Create a shared library from the Fortran sources provided by Refprop from NIST. This project provides an alternative to the refprop.dll that comes with the software. Please use the official instructions if possible
machine-learning-applied-to-cfd
Examples of how to use machine learning algorithms in computational fluid dynamics.
Unstruct2D
Source code for an unstructured 2D Euler/Navier Stokes equation (triangle grid), Fortran 90 version, with some personal improvements, http://booksite.elsevier.com/9780080999951/examplecodes.php
GlobalStudents's Repositories
GlobalStudents/ai4science
GlobalStudents/ai4science.github.io
GlobalStudents/awesome-machine-learning-fluid-mechanics
Curated list for ML in FM
GlobalStudents/BoSSS
BoSSS is a flexible framework for the development, evaluation & application of numerical discretization schemes based on the Discontinuous Galerkin method
GlobalStudents/deepmd-kit
A deep learning package for many-body potential energy representation and molecular dynamics
GlobalStudents/deeponet-extrapolation
DeepONet extrapolation
GlobalStudents/deeponet-fno
DeepONet & FNO (with practical extensions)
GlobalStudents/DiffEqFlux.jl
Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
GlobalStudents/DMFF
DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable implementation of molecular force field models.
GlobalStudents/exadg
ExaDG - High-Order Discontinuous Galerkin for the Exa-Scale
GlobalStudents/fourier-neural-operator
GlobalStudents/horses3d
GlobalStudents/HTR-solver
Hypersonic Task-based Research (HTR) solver for the Navier-Stokes equations at hypersonic Mach numbers including finite-rate chemistry for dissociating air and multicomponent transport.
GlobalStudents/IBAMR
An adaptive and distributed-memory parallel implementation of the immersed boundary (IB) method
GlobalStudents/jax-am
Additive manufacturing simulation with JAX.
GlobalStudents/libAcoustics
libAcoustics - OpenFOAM library for far-field noise computation
GlobalStudents/Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
GlobalStudents/PaddleScience
PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.
GlobalStudents/parflow
Parflow is an open-source parallel watershed flow model.
GlobalStudents/PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
GlobalStudents/PhiFlow
A differentiable PDE solving framework for machine learning
GlobalStudents/Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics
Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems
GlobalStudents/PINNs
GlobalStudents/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
GlobalStudents/QGDsolver
OpenFOAM framework for simulation of fluid flows using regularized (QGD/QHD) equations.
GlobalStudents/sciann-applications
A place to share problems solved with SciANN
GlobalStudents/swirl-lm
GlobalStudents/taichi
Productive & portable high-performance programming in Python.
GlobalStudents/thermo
Thermodynamics and Phase Equilibrium component of Chemical Engineering Design Library (ChEDL)
GlobalStudents/yujiao.github.io