Adam Michaleas

According to our database, Adam Michaleas authored at least 13 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

An efficient strategy for fine-tuning large language models.

Benjamin Marsh, Adam Michaleas, Darrell O. Ricke, Shaun Monera, Shriya Zembruski

Frontiers Artif. Intell., 2026

2025

Large language models for closed-library multi-document query, test generation, and evaluation.

Claire Randolph, Adam Michaleas, Darrell O. Ricke

Frontiers Artif. Intell., 2025

2024

LLMs for Closed-Library Multi-Document Query, Test Generation, and Evaluation.

Claire Randolph, Adam Michaleas, Darrell O. Ricke

Proceedings of the IEEE High Performance Extreme Computing Conference, 2024

2023

From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference.

Siddharth Samsi, Dan Zhao, Joseph McDonald, Baolin Li, Adam Michaleas, Michael Jones, William Bergeron, Jeremy Kepner, Devesh Tiwari, Vijay Gadepally

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Scalable and Portable Pipelines for Predicting 3D Protein Structures on Standalone and HPC Systems.

Adam Michaleas, Darrell O. Ricke

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

An Analysis of Energy Requirement for Computer Vision Algorithms.

Daniel Edelman, Siddharth Samsi, Joseph McDonald, Adam Michaleas, Vijay Gadepally

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

2022

The MIT Supercloud Workload Classification Challenge.

Benny J. Tang, Qiqi Chen, Matthew L. Weiss, Nathan C. Frey, Joseph McDonald, David Bestor, Charles Yee, William Arcand, Chansup Byun, Daniel Edelman, Matthew Hubbell, Michael Jones, Jeremy Kepner, Anna Klein, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Andrew Bowne, Lindsey McEvoy, Baolin Li, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi

CoRR, 2022

The MIT Supercloud Workload Classification Challenge.

Benny J. Tang, Qiqi Chen, Matthew L. Weiss, Nathan C. Frey, Joseph McDonald, David Bestor, Charles Yee, William Arcand, William Bergeron, Chansup Byun, Daniel Edelman, Michael Houle, Matthew Hubbell, Michael Jones, Jeremy Kepner, Anna Klein, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Andrew Bowne, Lindsey McEvoy, Baolin Li, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Hypersparse Network Flow Analysis of Packets with GraphBLAS.

Tyler Trigg, Chad R. Meiners, Sandeep Pisharody, Hayden Jananthan, Michael Jones, Adam Michaleas, Timothy Davis, Erik Welch, William Arcand, David Bestor, William Bergeron, Chansup Byun, Vijay Gadepally, Micheal Houle, Matthew Hubbell, Anna Klein, Peter Michaleas, Lauren Milechin, Julie Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Siddharth Samsi, Doug Stetson, Charles Yee, Jeremy Kepner

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Parallel Computing with DNA Forensics Data.

Adam Michaleas, Philip Fremont-Smith, Chelsea Lennartz, Darrell O. Ricke

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

2021

The MIT Supercloud Dataset.

Siddharth Samsi, Matthew L. Weiss, David Bestor, Baolin Li, Michael Jones, Albert Reuther, Daniel Edelman, William Arcand, Chansup Byun, John Holodnack, Matthew Hubbell, Jeremy Kepner, Anna Klein, Joseph McDonald, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Charles Yee, Benjamin Price, Andrew Prout, Antonio Rosa, Allan Vanterpool, Lindsey McEvoy, Anson Cheng, Devesh Tiwari, Vijay Gadepally

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2020

Active Learning Pipeline for Brain Mapping in a High Performance Computing Environment.

Adam Michaleas, Lars Gjesteby, Michael P. Snyder, David Chavez, Meagan Ash, Matthew A. Melton, Damon G. Lamb, Sara N. Burke, Kevin J. Otto, Lee Kamentsky, Webster Guan, Kwanghun Chung, Laura J. Brattain

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

2019

IdPrism: Rapid Analysis of Forensic DNA Samples Using MPS SNP Profiles.

Darrell O. Ricke, James Watkins, Philip Fremont-Smith, Adam Michaleas

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019