Frontiers in High Performance Computing | High Performance Big Data Systems

Review

Published on 13 Mar 2025

A definition and taxonomy of digital twins: case studies with machine learning and scientific applications

in High Performance Big Data Systems

Adam Weingram
Carolyn Cui
Stephanie Lin
Samuel Munoz
Toby Jacob
Joshua Viers
Xiaoyi Lu

Frontiers in High Performance Computing

doi 10.3389/fhpcp.2025.1536501

313 views

Original Research

Published on 12 Mar 2025

End-to-end deep learning pipeline for real-time Bragg peak segmentation: from training to large-scale deployment

in High Performance Big Data Systems

Cong Wang
Valerio Mariani
Frédéric Poitevin
Matthew Avaylon
Jana Thayer

Frontiers in High Performance Computing

doi 10.3389/fhpcp.2025.1536471

347 views

Review

Published on 19 Feb 2025

Energy-aware operation of HPC systems in Germany

in High Performance Big Data Systems

Estela Suarez
Hendryk Bockelmann
Norbert Eicker
Jan Eitzinger
Salem El Sayed
Thomas Fieseler
Martin Frank
Peter Frech
Pay Giesselmann
Daniel Hackenberg

Frontiers in High Performance Computing

doi 10.3389/fhpcp.2025.1520207

1,550 views

Original Research

Published on 17 Feb 2025

Hyperspectral segmentation of plants in fabricated ecosystems

in High Performance Big Data Systems

Petrus H. Zwart
Peter Andeer
Trent R. Northen

Frontiers in High Performance Computing

doi 10.3389/fhpcp.2025.1547340

230 views

Original Research

Published on 12 Jul 2024

Supercharging distributed computing environments for high-performance data engineering

in High Performance Big Data Systems

Niranda Perera
Arup Kumar Sarker
Kaiying Shan
Alex Fetea
Supun Kamburugamuve
Thejaka Amila Kanewala
Chathura Widanage
Mills Staylor
Tianle Zhong
Vibhatha Abeykoon

Frontiers in High Performance Computing

doi 10.3389/fhpcp.2024.1384619

1,948 views
3 citations

Original Research

Published on 23 Oct 2023

Opportunities for enhancing MLCommons efforts while leveraging insights from educational MLCommons earthquake benchmarks efforts

in High Performance Big Data Systems

Gregor von Laszewski
J. P. Fleischer
Robert Knuuti
Geoffrey C. Fox
Jake Kolessar
Thomas S. Butler
Judy Fox

Frontiers in High Performance Computing

doi 10.3389/fhpcp.2023.1233877

2,653 views
2 citations

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Articles

A definition and taxonomy of digital twins: case studies with machine learning and scientific applications

End-to-end deep learning pipeline for real-time Bragg peak segmentation: from training to large-scale deployment

Energy-aware operation of HPC systems in Germany

Hyperspectral segmentation of plants in fabricated ecosystems

Supercharging distributed computing environments for high-performance data engineering

Opportunities for enhancing MLCommons efforts while leveraging insights from educational MLCommons earthquake benchmarks efforts