Heng Xiao

sediFoam. CFD-DEM Solver with emphasis on sediment transport

turbulence-modeling-PIML. Data-driven Reynolds stress modeling with physics-informed machine learning

DAFI. DAFI: Ensemble based data assimilation and field inversion, repository for internal development

para-database-for-PIML. DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling

hybridFoam. Hybrid LES/RANS Solver for a consistent dual-mesh framework

constitutive-neural-networks. Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME

data-driven-rans-modeling. Scatter code on data-driven RANS modeling associated with early papers

EllipticRSTM. Implementation of two RSTM with elliptic relaxation models

vector-cloud-closure-model. Code and data for article "Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids"

Bayesian-Inference-and-parameter-estimation. Illustrative examples for book chapter: parameter estimation and UQ