Adaptive Computing for Scale-Up Problems.

Hilary Egan

Kevin Patrick Griffin Hilary Egan Marc T. Henry de Frahan Juliane Mueller 0002 Deepthi Vaidhynathan Dylan Wald Rohit Chintala Olga A. Doronina Hariswaran Sitaraman Ethan Young Ryan N. King Jibonananda Sanyal Marc Day Ross E. Larsen Adaptive Computing for Scale-Up Problems. 28-38 2025 January - March 27 Comput. Sci. Eng. 1 https://doi.org/10.1109/MCSE.2025.3555589 db/journals/cse/cse27.html#GriffinEFMVWCDSYKSDL25 streams/journals/cse

Hilary Egan Meagan Crowley Hariswaran Sitaraman Lila Branchaw Peter Ciesielski Machine learning for reparameterization of multi-scale closures. 25062 2025 6 Mach. Learn. Sci. Technol. 2 https://doi.org/10.1088/2632-2153/add8de db/journals/mlst/mlst6.html#EganCSBC25 streams/journals/mlst

Morgan M. Fong Hilary Egan Marc Day Kristin Potter Michael James Martin Understanding Computational Science and Domain Science Skills Development in National Laboratory Graduate Internships. 2025 January abs/2501.10601 CoRR https://doi.org/10.48550/arXiv.2501.10601 db/journals/corr/corr2501.html#abs-2501-10601 streams/journals/corr

Grace Guinan Addison Salvador Michelle A. Smeaton Andrew Glaws Hilary Egan Brian C. Wyatt Babak Anasori Kevin R. Fiedler Matthew J. Olszta Steven R. Spurgeon Mind the Gap: Bridging the Divide Between AI Aspirations and the Reality of Autonomous Characterization. 2025 February abs/2502.18604 CoRR https://doi.org/10.48550/arXiv.2502.18604 db/journals/corr/corr2502.html#abs-2502-18604 streams/journals/corr

Grace Guinan Michelle A. Smeaton Brian C. Wyatt Steven Goldy Hilary Egan Andrew Glaws Garritt J. Tucker Babak Anasori Steven R. Spurgeon Revealing the Hidden Third Dimension of Point Defects in Two-Dimensional MXenes. 2025 November abs/2511.08350 CoRR https://doi.org/10.48550/arXiv.2511.08350 db/journals/corr/corr2511.html#abs-2511-08350 streams/journals/corr

Hilary Egan Max C. Gallant Davi Febba Marcelo Nick Wunder Joseph Smith Andriy Zakutayev HTEM AI-XRD: Large-scale deployment of AI interpretation of X-Ray Diffraction Spectra. 39:1-39:5 2024 PEARC https://doi.org/10.1145/3626203.3670580 conf/xsede/2024 db/conf/xsede/pearc2024.html#EganGMWSZ24

Akshaya Jagannadharao Nicole Beckage Sovan Biswas Hilary Egan Jamil Gafur Thijs Metsch Dawn Nafus Giuseppe Raffa Charles Tripp A Beginner's Guide to Power and Energy Measurement and Estimation for Computing and Machine Learning. 2024 abs/2412.17830 CoRR https://doi.org/10.48550/arXiv.2412.17830 db/journals/corr/corr2412.html#abs-2412-17830 streams/journals/corr

Francieli Boito Jim M. Brandt Valeria Cardellini Philip H. Carns Florina M. Ciorba Hilary Egan Ahmed Eleliemy Ann C. Gentile Thomas Gruber Jeff Hanson Utz-Uwe Haus Kevin A. Huck Thomas Ilsche Thomas Jakobsche Terry R. Jones Sven Karlsson Abdullah Mueen Michael Ott 0001 Tapasya Patki Ivy Peng Krishnan Raghavan Stephen Simms Kathleen Shoga Michael T. Showerman Devesh Tiwari Torsten Wilde Keiji Yamamoto Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations. 37-43 2023 CLUSTER Workshops https://doi.org/10.1109/CLUSTERWorkshops61457.2023.00016 conf/cluster/2023w db/conf/cluster/clusterw2023.html#BoitoBCCCEEGGHHHIJJKMOPPRSSSTWY23 Hilary Egan Avi Purkayastha David Sickinger Data Center Facility Monitoring with Physics Aware Approach. 251-261 2022 ISC Workshops https://doi.org/10.1007/978-3-031-23220-6_17 conf/supercomputer/2022w db/conf/supercomputer/isc2022w.html#EganPS22

Bruce Bugbee Caleb Phillips Hilary Egan Ryan Elmore Kenny Gruchalla Avi Purkayastha Prediction and characterization of application power use in a high-performance computing environment. 155-165 2017 10 Stat. Anal. Data Min. 3 https://doi.org/10.1002/sam.11339 db/journals/sadm/sadm10.html#BugbeePEEGP17

Babak Anasori Nicole Beckage Sovan Biswas Francieli Zanon BoitoFrancieli Boito Lila Branchaw Jim M. Brandt Bruce Bugbee Valeria Cardellini Philip H. Carns Rohit Chintala Peter Ciesielski Florina M. Ciorba Meagan Crowley Marcus S. DayMarc Day Olga A. Doronina Ahmed Eleliemy Ryan Elmore Kevin R. Fiedler Morgan M. Fong Marc T. Henry de Frahan Jamil Gafur Max C. Gallant Ann C. Gentile Andrew Glaws Steven Goldy Kevin P. GriffinKevin Patrick Griffin Thomas Gruber Kenny Gruchalla Grace Guinan Jeff Hanson Utz-Uwe Haus Kevin A. Huck Thomas Ilsche Akshaya Jagannadharao Thomas Jakobsche Terry R. Jones Sven Karlsson Ryan N. King Raghavan KrishnanKrishnan Raghavan Ross E. Larsen Davi Febba Marcelo Michael James Martin Thijs Metsch Abdullah Mueen Juliane Mueller 0002 Dawn Nafus Matthew J. Olszta Michael Ott 0001 Tapasya Patki Ivy Bo PengIvy Peng Caleb Phillips Kristi PotterKristin Potter Avi Purkayastha Giuseppe Raffa Addison Salvador Jibonananda Sanyal Kathleen Shoga Michael T. Showerman David Sickinger Stephen Simms Hariswaran Sitaraman Michelle A. Smeaton Joseph Smith Steven R. Spurgeon Devesh Tiwari Charles Edison TrippCharles Tripp Garritt J. Tucker Deepthi Vaidhynathan Dylan Wald Torsten Wilde Nick Wunder Brian C. Wyatt Keiji Yamamoto Ethan Young Andriy Zakutayev