Bernard C. Chang's repositories
LBM_Workshop
January 2023 LBM Workshop for DPM IAP members.
PoreFlow-Net
3D CNN to predict single-phase flow velocity fields
PGE384-Thermodynamics
Repository for Fall 2022 course assignments in PGE384: Advanced Thermodynamics and Phase Behavior
taichi_LBM3D
A 3D sparse LBM solver implemented using Taichi
FL_Framework
Federated learning framework implemented with Flower.
GREV-PorousMedia
This repository implements the 3D GLSZM
jb-test
Testing a book built by Jupyterbook
LBPM
Pore scale modelling
lsmpqs-1.0
development version of lsmpqs. Contains implementation of contact angles, and parallelization
ms-net-workshop
The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provide broad information about the data, and progressively finer-scale inputs can be used to refine this information.
ms_net-drs
A workflow that uses MS-Net predictions as input to Digital Rock Suite
neuraloperator
Learning in infinite dimension with neural operators.
Num-Mod-Geo
GEO398M- Numerical Modeling for Geoscientists
porescale_quantification_workshop
Workshop on quantification of pore scale images. Intended for Digital Porous Media (DPM) Industrial Affiliates Program (IAP) consortium members.
PorousMediaGan
Reconstruction of three-dimensional porous media using generative adversarial neural networks
RegionGrowth
2d or 3d region growing segmentation on gray scale images