J. Gonski

Most-cited papers

1. New Polyether Sulfone Dialyzers Attenuate Passage of Cytokine- Inducing Substances from Pseudomonas aeruginosa Contaminated Dialysate

   B. Jaber, J. Gonski, M. Cendoroglo, V. Balakrishnan +3 more

   1998Blood Purification22 citations

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2. Machine Learning on Heterogeneous, Edge, and Quantum Hardware for Particle Physics

   J. Gonski, J. Ott, Shiva Abbaszadeh, Sagar Addepalli +117 more

   2026PRX Intelligence11 citations Open access

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3. Embedded FPGA developments in 130 nm and 28 nm CMOS for machine learning in particle detector readout

   J. Gonski, Aseem Gupta, Haoyi Jia, Hyunjoong Kim +4 more

   2024Journal of Instrumentation9 citations Open access

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4. Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision

   T. Aarrestad, Alaa Abdelhamid, Haider Abidi, J. Adelman +455 more

   20268 citations

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5. Building Machine Learning Challenges for Anomaly Detection in Science

   Elizabeth G. Campolongo, Y. Chou, E. Govorkova, W. Bhimji +147 more

   2025arXiv.org7 citations

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6. Analysis of Hardware Synthesis Strategies for Machine Learning in Collider Trigger and Data Acquisition

   Haoyi Jia, Abhilasha Dave, J. Gonski, Ryan Herbst

   2024arXiv.org5 citations

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7. Edge Machine Learning for Cluster Counting in Next-Generation Drift Chambers

   D. Yilmaz, Liangyu Wu, J. Gonski, D. Rankin +1 more

   2025arXiv.org4 citations

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8. Towards anomaly detection searches for new physics signatures including Higgs bosons with weakly supervised machine learning

   Chi-Lung Cheng, J. Gonski, Julie Khalilieh Romman, Run-Ze Li +4 more

   20263 citations

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9. Ultra fast calorimeter simulation with generative machine learning on FPGAs

   P. May, Qi-Bin Liu, J. Gonski, B. Nachman

   2026Journal of Instrumentation3 citations Open access

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10. Agentic AI Detector Co-design and Optimization in Vertically Integrated Differentiable Full Simulations

    Wonyong Chung, Qi-Bin Liu, Liang-Yu Wu, J. Gonski

    20263 citations

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11. Hardware-Aware Tensor Networks for Real-Time Quantum-Inspired Anomaly Detection at Particle Colliders

    Sagar Addepalli, P. Bhattarai, Abhilasha Dave, J. Gonski

    2026arXiv.org2 citations

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12. SciFi: A Safe, Lightweight, User-Friendly, and Fully Autonomous Agentic AI Workflow for Scientific Applications

    Qi-Bin Liu, J. Gonski

    2026arXiv.org2 citations

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13. Convolutional Autoencoders for Data Compression and Anomaly Detection in Small Satellite Technologies

    Dishanand Jayeprokash, J. Gonski

    2025Inf.2 citations Open access

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14. Highlights from Long-Lived Particle Searches at ATLAS

    J. Gonski

    20222 citations

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15. Towards Foundation Models on Hardware Accelerators for Particle Physics

    Maya Benyas, J. Gonski, Qi-Bin Liu, P. May +4 more

    20261 citations

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16. Contrastive Learning for Interpretable Anomaly Detection at Collider Experiments

    Haoyi Jia, Sagar Addepalli, J. Gonski

    20261 citations

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17. Classical Hardware Acceleration of Quantum Autoencoders for Real-Time Anomaly Detection in Collider Experiments

    Ivan Ge, Sagar Addepalli, Abhilasha Dave, J. Gonski

    2026arXiv.org1 citations

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18. A Lightweight Foundation Model for Collider Physics with Multi-Domain Adaptation

    Liang-Yu Wu, Qi-Bin Liu, Alexander Yue, J. Gonski

    2026arXiv.org1 citations

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19. Observation of pair production of longitudinally polarized Z bosons in four-lepton final state with the ATLAS detector

    G. Aad, E. Aakvaag, B. Abbott, S. Abd El-Hameed +496 more

    2026Physical Review Letters0 citations

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20. Leveraging Industrial Foundation Models at the Edge of Particle Physics Detectors via Distillation Learning and Hardware Co-design

    Gia Ancone, Qi-Bin Liu, Liang-Yu Wu, J. Gonski

    20260 citations

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21. Transformer-based machine learning using low-level calorimeter signals for collimated photon identification at collider experiments

    Gabriel Matos, Lauren D. Larson, Abhilasha Dave, Maria P. Bressan +7 more

    20260 citations

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22. Machine Learning Enables Real-Time Waveform Decomposition for Dual-Readout Calorimetry

    Liang-Yu Wu, Qi-Bin Liu, M. Lucchini, J. Gonski +2 more

    20260 citations

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23. Machine Learning on Heterogeneous, Edge, and Quantum Hardware for Particle Physics (ML-HEQUPP)

    J. Gonski, J. Ott, Shiva Abbaszadeh, Sagar Addepalli +92 more

    2026arXiv.org0 citations

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24. Search for New Phenomena in Final States with Two Leptons and One or No b-Tagged Jets at sqrt[s]=13 TeV Using the ATLAS Detector.

    G. Aad, B. Abbott, Dale Charles Abbott, A. A. Abud +496 more

    2021Physical Review Letters0 citations Open access

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25. US-CERN Virtual Visits: Building Transcontinental Connections for High Energy Physics

    J. Gonski

    20170 citations

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