Frontiers in High Performance Computing | Big Data and AI section | New and Recent Articles https://www.frontiersin.org/journals/high-performance-computing/sections/big-data-and-ai RSS Feed for Big Data and AI section in the Frontiers in High Performance Computing journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-05-02T07:18:03.588+00:00 60 https://www.frontiersin.org/articles/10.3389/fhpcp.2026.1778471 https://www.frontiersin.org/articles/10.3389/fhpcp.2026.1778471 <![CDATA[Scalable foundation models for numerical simulations on HPC platforms]]> 2026-03-26T00:00:00Z Opinion Dali WangQian GongZirui LiuXiao WangQinglei CaoScott Klasky https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1638924 https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1638924 <![CDATA[Improving I/O phase predictions in FTIO using hybrid wavelet-Fourier analysis]]> 2026-02-04T00:00:00Z Brief Research Report Ahmad TarrafFelix Wolf https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1520151 https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1520151 <![CDATA[FPGA-accelerated SpeckleNN with SNL for real-time X-ray single-particle imaging]]> 2025-06-18T00:00:00Z Original Research Abhilasha DaveCong WangJames RussellRyan HerbstJana Thayer https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1550855 https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1550855 <![CDATA[Resilient execution of distributed X-ray image analysis workflows]]> 2025-06-06T00:00:00Z Original Research Hai Duc NguyenTekin BicerBogdan NicolaeRajkumar KettimuthuE. A. HuertaIan T. Foster https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1537080 https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1537080 <![CDATA[A SWIN-based vision transformer for high-fidelity and high-speed imaging experiments at light sources]]> 2025-05-30T00:00:00Z Original Research Songyuan TangTekin BicerKamel FezzaaSamuel Clark https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1536501 https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1536501 <![CDATA[A definition and taxonomy of digital twins: case studies with machine learning and scientific applications]]> 2025-03-13T00:00:00Z Review Adam WeingramCarolyn CuiStephanie LinSamuel MunozToby JacobJoshua ViersXiaoyi Lu https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1536471 https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1536471 <![CDATA[End-to-end deep learning pipeline for real-time Bragg peak segmentation: from training to large-scale deployment]]> 2025-03-12T00:00:00Z Original Research Cong WangValerio MarianiFrédéric PoitevinMatthew AvaylonJana Thayer https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1520207 https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1520207 <![CDATA[Energy-aware operation of HPC systems in Germany]]> 2025-02-19T00:00:00Z Review Estela SuarezHendryk BockelmannNorbert EickerJan EitzingerSalem El SayedThomas FieselerMartin FrankPeter FrechPay GiesselmannDaniel HackenbergGeorg HagerAndreas HertenThomas IlscheBastian KollerErwin LaureCristina ManzanoSebastian OesteMichael OttKlaus ReuterRalf SchneiderKay ThustBenedikt von St. Vieth https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1547340 https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1547340 <![CDATA[Hyperspectral segmentation of plants in fabricated ecosystems]]> 2025-02-17T00:00:00Z Original Research Petrus H. ZwartPeter AndeerTrent R. Northen https://www.frontiersin.org/articles/10.3389/fhpcp.2024.1384619 https://www.frontiersin.org/articles/10.3389/fhpcp.2024.1384619 <![CDATA[Supercharging distributed computing environments for high-performance data engineering]]> 2024-07-12T00:00:00Z Original Research Niranda PereraArup Kumar SarkerKaiying ShanAlex FeteaSupun KamburugamuveThejaka Amila KanewalaChathura WidanageMills StaylorTianle ZhongVibhatha AbeykoonGregor von LaszewskiGeoffrey Fox https://www.frontiersin.org/articles/10.3389/fhpcp.2023.1233877 https://www.frontiersin.org/articles/10.3389/fhpcp.2023.1233877 <![CDATA[Opportunities for enhancing MLCommons efforts while leveraging insights from educational MLCommons earthquake benchmarks efforts]]> 2023-10-23T00:00:00Z Original Research Gregor von LaszewskiJ. P. FleischerRobert KnuutiGeoffrey C. FoxJake KolessarThomas S. ButlerJudy Fox