xiaoh

Professor of Data-Driven Fluid Dynamics, University of Stuttgart

University of StuttgartStuttgart, Germany

Pinned Repositories

constitutive-neural-networks
Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME
Language:Jupyter Notebook11 3 04
DAFI
DAFI: Ensemble based data assimilation and field inversion, repository for internal development
Language:C++54 5 128
data-driven-rans-modeling
Scatter code on data-driven RANS modeling associated with early papers
Language:C++8 1 03
EllipticRSTM
Implementation of two RSTM with elliptic relaxation models
Language:Shell4 4 16
hybridFoam
Hybrid LES/RANS Solver for a consistent dual-mesh framework
Language:C11 1 06
para-database-for-PIML
DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling
Language:C++35 4 125
pde_neural_operators
Frame invariance and scalability of neural operators for partial differential equations
Language:Python3 0 02
sediFoam
CFD-DEM Solver with emphasis on sediment transport
Language:C++110 23 1253
turbulence-modeling-PIML
Data-driven Reynolds stress modeling with physics-informed machine learning
Language:HTML92 22 161
vector-cloud-closure-model
Code and data for article "Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids"
Language:C++3 1 02

xiaoh/sediFoam
CFD-DEM Solver with emphasis on sediment transport
Language:C++110 23 1253
xiaoh/turbulence-modeling-PIML
Data-driven Reynolds stress modeling with physics-informed machine learning
Language:HTML92 22 161
xiaoh/DAFI
DAFI: Ensemble based data assimilation and field inversion, repository for internal development
Language:C++54 5 128
xiaoh/para-database-for-PIML
DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling
Language:C++35 4 125
xiaoh/constitutive-neural-networks
Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME
Language:Jupyter Notebook11 3 04
xiaoh/hybridFoam
Hybrid LES/RANS Solver for a consistent dual-mesh framework
Language:C11 1 06
xiaoh/data-driven-rans-modeling
Scatter code on data-driven RANS modeling associated with early papers
Language:C++8 1 03
xiaoh/EllipticRSTM
Implementation of two RSTM with elliptic relaxation models
Language:Shell4 4 16
xiaoh/pde_neural_operators
Frame invariance and scalability of neural operators for partial differential equations
Language:Python3 0 02
xiaoh/vector-cloud-closure-model
Code and data for article "Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids"
Language:C++3 1 02
xiaoh/Bayesian-Inference-and-parameter-estimation
Illustrative examples for book chapter: parameter estimation and UQ
Language:Jupyter Notebook1 1 00