Original Research
Accepted on 16 Jul 2026
When Bigger Is Not Better: The Impact of RefSeq Growth on Kraken2 Classification Accuracy
in Big Data and AI
Frontiers in High Performance Computing
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12 articles
articles
Opinion
Published on 26 Mar 2026
Scalable foundation models for numerical simulations on HPC platforms
in Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2026.1778471
- 2,101 views
Brief Research Report
Published on 04 Feb 2026
Improving I/O phase predictions in FTIO using hybrid wavelet-Fourier analysis
in Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1638924
- 1,402 views
- 2 citations
Original Research
Published on 18 Jun 2025
FPGA-accelerated SpeckleNN with SNL for real-time X-ray single-particle imaging
in Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1520151
- 3,406 views
- 3 citations
Original Research
Published on 06 Jun 2025
Resilient execution of distributed X-ray image analysis workflows
in Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1550855
- 3,385 views
- 2 citations
Original Research
Published on 30 May 2025
A SWIN-based vision transformer for high-fidelity and high-speed imaging experiments at light sources
in Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1537080
- 4,025 views
Review
Published on 13 Mar 2025
A definition and taxonomy of digital twins: case studies with machine learning and scientific applications
in Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1536501
- 7,154 views
- 6 citations
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 Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1536471
- 4,622 views
- 10 citations
Review
Published on 19 Feb 2025
Energy-aware operation of HPC systems in Germany
in Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1520207
- 33,559 views
- 18 citations
Original Research
Published on 17 Feb 2025
Hyperspectral segmentation of plants in fabricated ecosystems
in Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1547340
- 2,535 views
- 2 citations
Original Research
Published on 12 Jul 2024
Supercharging distributed computing environments for high-performance data engineering
in Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2024.1384619
- 6,007 views
- 7 citations
Original Research
Published on 23 Oct 2023
Opportunities for enhancing MLCommons efforts while leveraging insights from educational MLCommons earthquake benchmarks efforts
in Big Data and AI
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2023.1233877
- 4,419 views
- 3 citations