Name: Globus Labs
Type: Organization
Bio: Research group led by Prof. Ian Foster & Dr. Kyle Chard spanning CS @ UChicago and DSL @ Argonne National Lab
Twitter: labsglobus
Location: United States of America
Blog: https://labs.globus.org/
Globus Labs's Projects
Globus Labs README
Collection of active learning algorithms
Exploring how to create synthetic battery life training data
Fast and reliable dynamic simulations by concurrently learning, auditing, and using surrogates
Basic tools and wrappers for enabling not-too-alien syntax when running columnar Collider HEP analysis.
Code for finding the ground state conformer
HighThroughput fingerprinting pipeline
Diaspora Event Fabric SDK
Multi-facility ESGF analysis via Globus Flows
Practical exercises on building FAIR data and using it effectively
Reduce the amount of computation needed for Hessians using machine learning
Python library for serverless Federated Learning experiments.
Models for predicting the atomization energy of molecules at G4MP2-level accuracy
Globus Labs Website
A prototype FaaS/HPC platform for Carbon-Based Accounting
accelerate team website
Notebooks for exploring a different approach for cross-validation
Code behind a benchmarking study of machine learning models for materials
Blob detection for droplet distribution inference
Tyler's repo for the middleware19 doctoral symposium (2 pager)
Create new MOFs by combining generative AI and simulation on HPC
Tutorial for multi-objective active learning on HPC