Globus Labs
@globuslabs.bsky.social
Globus Labs is a research group led by @ianfoster42.bsky.social and @kylechard.bsky.social that aims to realize a world in which all research data are reliably, rapidly, and securely accessible, discoverable, and usable.
Introducing Groundhog 🦫☀️, a package to make working with HPC Python functions across servers delightful - especially if you need multiple tries to get it right!
groundhog-hpc.readthedocs.io/en/latest/
groundhog-hpc.readthedocs.io/en/latest/
February 10, 2026 at 5:30 PM
Introducing Groundhog 🦫☀️, a package to make working with HPC Python functions across servers delightful - especially if you need multiple tries to get it right!
groundhog-hpc.readthedocs.io/en/latest/
groundhog-hpc.readthedocs.io/en/latest/
Globus Streaming in now available at https://www.globus.org/streaming-data. Go check it out!
February 10, 2026 at 5:27 PM
Globus Streaming in now available at https://www.globus.org/streaming-data. Go check it out!
Ian gave two talks at SCA/HPCAsia 2026: "System Requirements for Scalable Agentic AI" and "Agentic Systems for Vaccine Design"
Great discussions on how agentic systems can transform scientific computing and accelerate discovery.
www.sca-hpcasia2026.jp
Great discussions on how agentic systems can transform scientific computing and accelerate discovery.
www.sca-hpcasia2026.jp
SCA/HPCAsia 2026
Website of SCA/HPCAsia 2026 to be held at Osaka International Convention Center, Japan, January 26-29, 2026.
www.sca-hpcasia2026.jp
February 2, 2026 at 10:32 PM
Ian gave two talks at SCA/HPCAsia 2026: "System Requirements for Scalable Agentic AI" and "Agentic Systems for Vaccine Design"
Great discussions on how agentic systems can transform scientific computing and accelerate discovery.
www.sca-hpcasia2026.jp
Great discussions on how agentic systems can transform scientific computing and accelerate discovery.
www.sca-hpcasia2026.jp
Our paper "Empowering Scientific Workflows with Federated Agents" has been accepted to IPDPS'26!
We introduce Academy - middleware for deploying autonomous agents across HPC systems, experimental facilities & data repositories.
github.com/academy-agen...
We introduce Academy - middleware for deploying autonomous agents across HPC systems, experimental facilities & data repositories.
github.com/academy-agen...
GitHub - academy-agents/academy: Build and deploy stateful agents across federated resources
Build and deploy stateful agents across federated resources - academy-agents/academy
github.com
February 2, 2026 at 10:22 PM
Our paper "Empowering Scientific Workflows with Federated Agents" has been accepted to IPDPS'26!
We introduce Academy - middleware for deploying autonomous agents across HPC systems, experimental facilities & data repositories.
github.com/academy-agen...
We introduce Academy - middleware for deploying autonomous agents across HPC systems, experimental facilities & data repositories.
github.com/academy-agen...
New work! We show that machine-learned operators (MLOs) for PDEs struggle with accurate zero-shot multi-resolution inference. Popular fixes don’t solve it, but multi-resolution training offers robust, cost-effective modeling across scales! https://github.com/msakarvadia/operator_aliasing
February 2, 2026 at 9:15 PM
New work! We show that machine-learned operators (MLOs) for PDEs struggle with accurate zero-shot multi-resolution inference. Popular fixes don’t solve it, but multi-resolution training offers robust, cost-effective modeling across scales! https://github.com/msakarvadia/operator_aliasing
Thank you to Samuel Kounev and Nikolas Herbst for hosting Ian and Kyle at the SOS project meeting (dfg-sos.de) and the University of Würzburg.
January 27, 2026 at 4:44 PM
Thank you to Samuel Kounev and Nikolas Herbst for hosting Ian and Kyle at the SOS project meeting (dfg-sos.de) and the University of Würzburg.
Alok gave a talk on "Building Scalable Agentic Systems for Science with Academy" at the Agentic AI for User Facilities workshop (indico.physics.lbl.gov/event/3209/)
Agentic AI for User Facilities
Agentic AI, systems that autonomously sense, decide, and act, is rapidly transforming operations across the Department of Energy’s user facilities. This two-day workshop will convene experts from ligh...
indico.physics.lbl.gov
January 27, 2026 at 4:40 PM
Alok gave a talk on "Building Scalable Agentic Systems for Science with Academy" at the Agentic AI for User Facilities workshop (indico.physics.lbl.gov/event/3209/)
Ian gave an invited talk at the University of Würzburg on "Accelerating Discovery with Intelligent Agents"
January 27, 2026 at 4:39 PM
Ian gave an invited talk at the University of Würzburg on "Accelerating Discovery with Intelligent Agents"
We're excited to share that Suman Raj has joined Globus Labs as a postdoc.
January 27, 2026 at 4:35 PM
We're excited to share that Suman Raj has joined Globus Labs as a postdoc.
Learn more about Datasketch here. github.com/ekzhu/datask...
GitHub - ekzhu/datasketch: MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW - ekzhu/datasketch
github.com
November 11, 2025 at 4:36 PM
Learn more about Datasketch here. github.com/ekzhu/datask...
LSHBloom, a memory-efficient way to deduplicate documents at scale - critical for LLM training pipelines - has been included in the Datasketch package for easy use.
See the results of our Exascale document deduplication and more details about LSHBloom in the paper at: arxiv.org/abs/2411.04257
See the results of our Exascale document deduplication and more details about LSHBloom in the paper at: arxiv.org/abs/2411.04257
November 11, 2025 at 4:36 PM
LSHBloom, a memory-efficient way to deduplicate documents at scale - critical for LLM training pipelines - has been included in the Datasketch package for easy use.
See the results of our Exascale document deduplication and more details about LSHBloom in the paper at: arxiv.org/abs/2411.04257
See the results of our Exascale document deduplication and more details about LSHBloom in the paper at: arxiv.org/abs/2411.04257
@danielgrzenda.bsky.social presented his work on MOFA at Climate Frontiers (climate.uchicago.edu/climate-fron...)
November 4, 2025 at 5:03 PM
@danielgrzenda.bsky.social presented his work on MOFA at Climate Frontiers (climate.uchicago.edu/climate-fron...)
Hai Duc Nguyen presented a poster to the Argonne's Postdoctoral Research and Career Symposium 2025 on "Resilient Execution of Distributed X-Ray Image Analysis Workflows" on Friday, 10/31 tinyurl.com/4av9xnsx
Frontiers | Resilient execution of distributed X-ray image analysis workflows
Long-running scientific workflows, such as tomographic data analysis pipelines, are prone to a variety of failures, including hardware and network disruption...
tinyurl.com
November 4, 2025 at 5:00 PM
Hai Duc Nguyen presented a poster to the Argonne's Postdoctoral Research and Career Symposium 2025 on "Resilient Execution of Distributed X-Ray Image Analysis Workflows" on Friday, 10/31 tinyurl.com/4av9xnsx
Hai Duc Nguyen’s paper, “Efficient Performance Guarantees for Function-as-a-Service with Cloud Allocators,” has been accepted for publication at Middleware 2025.
November 4, 2025 at 4:56 PM
Hai Duc Nguyen’s paper, “Efficient Performance Guarantees for Function-as-a-Service with Cloud Allocators,” has been accepted for publication at Middleware 2025.
Check out the new Chemical Foundation Model paper done in collaboration with UofM: arxiv.org/pdf/2510.18900
arxiv.org
November 4, 2025 at 4:53 PM
Check out the new Chemical Foundation Model paper done in collaboration with UofM: arxiv.org/pdf/2510.18900
Maxime Gonthier presented his work on "Failure-Aware and Deadline-Constrained Scheduling for Mixed-Criticality HPC Workloads" (inria.hal.science/hal-05190988...) to the Data & AI Systems Research Section at ORNL.
inria.hal.science
October 28, 2025 at 4:25 PM
Maxime Gonthier presented his work on "Failure-Aware and Deadline-Constrained Scheduling for Mixed-Criticality HPC Workloads" (inria.hal.science/hal-05190988...) to the Data & AI Systems Research Section at ORNL.
Our work in collaboration with the Gagliardi group: “Cartesian Equivariant Representations for Learning and Understanding Molecular Orbitals” accepted to the Proceedings of the National Academy of Sciences (PNAS)
chemrxiv.org/engage/api-g...
@danielgrzenda.bsky.social @nathaniel-hudson.bsky.social
chemrxiv.org/engage/api-g...
@danielgrzenda.bsky.social @nathaniel-hudson.bsky.social
chemrxiv.org
October 27, 2025 at 11:00 PM
Our work in collaboration with the Gagliardi group: “Cartesian Equivariant Representations for Learning and Understanding Molecular Orbitals” accepted to the Proceedings of the National Academy of Sciences (PNAS)
chemrxiv.org/engage/api-g...
@danielgrzenda.bsky.social @nathaniel-hudson.bsky.social
chemrxiv.org/engage/api-g...
@danielgrzenda.bsky.social @nathaniel-hudson.bsky.social
Kyle is presenting in the "Solving Data Management Challenges with Globus – from Zero to Hero in one day" tutorial and participating in the Enabling Research Connectivity: The Strategic Role of Data Mobility in an Integrated National Research Infrastructure Ecosystem. BoF at eResearch Australasia.
eResearch Australasia Conference
conference.eresearch.edu.au
October 17, 2025 at 10:12 PM
Kyle is presenting in the "Solving Data Management Challenges with Globus – from Zero to Hero in one day" tutorial and participating in the Enabling Research Connectivity: The Strategic Role of Data Mobility in an Integrated National Research Infrastructure Ecosystem. BoF at eResearch Australasia.
@ianfoster42.bsky.social gave a talk “Scaling Reasoning, Scaling Science: Engineering an AI-Native Scientific Discovery Platform” to Google Cloud, presenting a vision for how frontier-scale reasoning models can be integrated with scientific infrastructure to accelerate discovery.
October 17, 2025 at 10:03 PM
@ianfoster42.bsky.social gave a talk “Scaling Reasoning, Scaling Science: Engineering an AI-Native Scientific Discovery Platform” to Google Cloud, presenting a vision for how frontier-scale reasoning models can be integrated with scientific infrastructure to accelerate discovery.
🎉The SC25 Test of Time Award goes to "The Globus Striped GridFTP Framework and Server"! Their pioneering work revolutionized secure, high-performance data movement, shaping scientific discovery for decades. Congrats to the team! #GridFTP #Supercomputing sc25.supercomputing.org/2025/10/last...
Lasting Innovation in Data Movement: SC25 Test of Time Award • SC25
The annual Test of Time Award recognizes an outstanding paper that has deeply influenced the HPC discipline.
sc25.supercomputing.org
October 6, 2025 at 4:45 PM
🎉The SC25 Test of Time Award goes to "The Globus Striped GridFTP Framework and Server"! Their pioneering work revolutionized secure, high-performance data movement, shaping scientific discovery for decades. Congrats to the team! #GridFTP #Supercomputing sc25.supercomputing.org/2025/10/last...
Check out the paper: arxiv.org/abs/2509.25538
Steering an Active Learning Workflow Towards Novel Materials Discovery via Queue Prioritization
Generative AI poses both opportunities and risks for solving inverse design problems in the sciences. Generative tools provide the ability to expand and refine a search space autonomously, but do so a...
arxiv.org
October 6, 2025 at 1:44 PM
Check out the paper: arxiv.org/abs/2509.25538
🧪🚀 Exciting breakthrough! Our new paper presents a an algorithm that combines #ML & #ActiveLearning to turbocharge discovery of novel materials. By smarter candidate selection, our method doubles high-performing discoveries for carbon capture molecules! #MaterialsScience
October 6, 2025 at 1:44 PM
🧪🚀 Exciting breakthrough! Our new paper presents a an algorithm that combines #ML & #ActiveLearning to turbocharge discovery of novel materials. By smarter candidate selection, our method doubles high-performing discoveries for carbon capture molecules! #MaterialsScience
👨💻 Don’t miss the iCNS Distinguished Lecture by Dr.
@kylechard.bsky.social! Learn how federated agentic middleware & serverless systems are revolutionizing scientific computing—integrating diverse resources, and enabling high-throughput discovery.
www.stevens.edu/events/icns-...
@kylechard.bsky.social! Learn how federated agentic middleware & serverless systems are revolutionizing scientific computing—integrating diverse resources, and enabling high-throughput discovery.
www.stevens.edu/events/icns-...
iCNS Distinguished Lecture: Scaling Autonomy: Federated Agentic Middleware and Serverless Systems for Scientific Computing
Presented by Kyle Chard, Research Associate Professor, University of Chicago. Hosted by the Department of Electrical and Computer Engineering.
www.stevens.edu
October 6, 2025 at 1:40 PM
👨💻 Don’t miss the iCNS Distinguished Lecture by Dr.
@kylechard.bsky.social! Learn how federated agentic middleware & serverless systems are revolutionizing scientific computing—integrating diverse resources, and enabling high-throughput discovery.
www.stevens.edu/events/icns-...
@kylechard.bsky.social! Learn how federated agentic middleware & serverless systems are revolutionizing scientific computing—integrating diverse resources, and enabling high-throughput discovery.
www.stevens.edu/events/icns-...