Wes Brewer's starred repositories
SimAI-Bench
ALCF benchmarks for coupled simulation and AI workflows
FORCE
The Framework for Optimization of ResourCes and Economics is a collection of software tools, models, and datasets acquired and developed under the Integrated Energy Systems (IES) program to enable analysis of technical and economic viability of myriad IES configurations. FORCE is the consolidating interface and data repository for all the IES toolsets ranging from macro technoeconomic analysis to transient process modeling and experimental validation for integrated energy systems.
PM100-data
This is the official repository for the PM100 HPC job workload dataset, containing the scripts for the creation of the final data.
DataSiftML
Data framework for studying optimal sub-sampling of CFD simulations for training machine-learned surrogate models.
End-to-End-AI-for-Science
This repository containts materials for End-to-End AI for Science
SciFM24-Tutorial
Tutorial notebooks for SciFM24
Digital-SuperTwin
Digital SuperTwin: digital twin of supercomputers
hpc-benchmarks
Collection of full, mini, proxy, and benchmark apps.
Phase-space-sampling
Reduce a large and high-dimensional dataset by downselecting data uniformly in phase space
dc-rl
SustainDC is a set of Python environments for Data Center simulation and control using Heterogeneous Multi Agent Reinforcement Learning. Includes customizable environments for workload scheduling, cooling optimization, and battery management, with integration into Gymnasium.
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
DragonView
Visual Analytics Tool for Dragonfly Network-based Supercomputers