Heng Xiao (@xiaoh)
github

xiaoh

Twitter logo Share LinkedIn logo Share Facebook logo Share
  • Stars
    star
    278
  • Global Rank 94,530 (Top 4 %)
  • Followers 163
  • Following 3
  • Registered almost 13 years ago
  • Most used languages
    C++
         50.0 %
    Jupyter Notebook
         20.0 %
    Shell
         10.0 %
    C
         10.0 %
    HTML
         10.0 %
  • Location ๐Ÿ‡ฉ๐Ÿ‡ช Germany
  • Country Total Rank 5,141
  • Country Ranking
    HTML
         304
    C++
         501
    Jupyter Notebook
         1,241
    C
         2,622
    Shell
         3,922

Top repositories

1

sediFoam

CFD-DEM Solver with emphasis on sediment transport
C++
103
star
2

turbulence-modeling-PIML

Data-driven Reynolds stress modeling with physics-informed machine learning
HTML
87
star
3

DAFI

DAFI: Ensemble based data assimilation and field inversion, repository for internal development
C++
45
star
4

para-database-for-PIML

DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling
C++
30
star
5

constitutive-neural-networks

Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME
Jupyter Notebook
11
star
6

data-driven-rans-modeling

Scatter code on data-driven RANS modeling associated with early papers
C++
8
star
7

hybridFoam

Hybrid LES/RANS Solver for a consistent dual-mesh framework
C
7
star
8

EllipticRSTM

Implementation of two RSTM with elliptic relaxation models
Shell
4
star
9

vector-cloud-closure-model

Code and data for article "Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids"
C++
3
star
10

Bayesian-Inference-and-parameter-estimation

Illustrative examples for book chapter: parameter estimation and UQ
Jupyter Notebook
1
star