Hojin Kim's Website

The thumbnail image is created by chatGPT-4o This content explains how to implement GPU acceleration on FeniCS using Eigen + Cupy. [Read More]

The thumbnail image is created by chatGPT-4o This content explains how to set up GPU-enabled JAX environment for HPC settings, espeically ICDS at the Pennstate University. [Read More]

The thumbnail image is created by chatGPT-4o This content explains how to use Jupyter notebook at a compute node on HPC environment. [Read More]

The thumbnail image is created by chatGPT-4o This content explains how to install the Finite element method (FEM) based open-source software Fenics from source code on HPC environment. Especially, we are going to focus on how to install Fenics on Polaris. [Read More]

This content is based on “Multiscale graph neural networks autoencoders for interpretable scientific machine learning” by Shivam Barwey et al. 1 and “How powerful are Graph Neural Networks?” by Keyulu Xu et al.2 Graph Neural Networks Definition Applications GNN for CFD applications Purpose Examples 1. Graph Neural Networks (GNNs) 1.1.... [Read More]