Gianluca Martino

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Physical Sciences, Accelerator Technology & Applied Physics Division
Lawrence Berkeley National Laboratory
1 Cyclotron Road
Berkeley, CA 94720, USA

Publications

  • Thorsten Hellert, David Abramov, Mahmoud Ajami, Edward S. Barnard, Wahid Bhimji, Gopika Bhardwaj, Tanny Chavez, Hazem Daoud, Tim J. Dunn, Kjiersten Fagnan, Steven Farrell, Joao Gabriel Felipe Machado Gazolla, Grbcic Luka, Guenzing Damian, Guo Jinghua, Yang Ha, Alexander Hexemer, Hayden Hoschouer, Ju Xiangyang, Konate Kadidia, Gianluca Martino, McReynolds Dylan, Madeline Olivia Miller, Sara A. Miskovich, Peco Myint, Saad Naseem, Trent Northen, Maria Patrou, Gabriel E. Pérez, Paul Quinn, Haroon Rafique, Daniel Ratner, Aaron Reed, Eno Reyes, Hairong Shang, Martin Smith, Antonin Sulc, Chris Tennant, Pawan K. Tripathi, Robert Underwood, Morgan Wall, Dan Wang, Amy Wu, Chenran Xu, Kevin G. Yager, Zhe Zhang, Agentic AI for User Facilities: Workshop Report, In Synchrotron Radiation News, 2026. (Link)
  • Antonin Sulc, Gianluca Martino, Hiroshi Nishimura, Simon Leemann, Thorsten Hellert, Unsupervised Anomaly Detection and Channel Attribution with Variational Autoencoders at the Advanced Light Source, In International Particle Accelerator Conference (IPAC), Deauville, France, 2026.
  • Thorsten Hellert, Adam Carpenter, Amy Wu, Antonin Sulc, Axel Huebl, Chenran Xu, Edoardo Zoni, Gianluca Martino, Hairong Shang, Jean-Luc Vay, Kirk Iliev, Martin Smith, Nikita Kuklev, Ningdong Wang, Remi Lehe, Simon Leemann, Zhe Zhang, Status of Osprey: A Framework for Agentic AI in Control Systems, In International Particle Accelerator Conference (IPAC), Deauville, France, 2026.
  • Thorsten Hellert, Adam Carpenter, Antonin Sulc, Auralee Edelen, Axel Huebl, Chad Mitchell, Chenran Xu, Chris Tennant, Daniel Ratner, Edoardo Zoni, Gianluca Martino, Hairong Shang, Hayden Hoschauer, Jean-Luc Vay, Jerone Samari, Ji Qiang, Jonathan Jarvis, Kevin Brown, Malachi Schram, Martin Smith, Meifeng Li, Nathan Urban, Nicholas Schwarz, Nikita Kuklev, Philippe Piot, Rajat Sainju, Remi Lehe, Ryan Roussel, Salman Habib, Simon Leemann, Willem Blokland, Zhe Zhang, Agentic AI as a Middle Layer for Accelerator Control: Multi-Facility Deployment and Early Results, In International Particle Accelerator Conference (IPAC), Deauville, France, 2026.
  • Gianluca Martino, Antonin Sulc, Simon Leemann, Thorsten Hellert, Autonomous Planning and Execution of Injector Tuning via the Osprey Agentic Framework, In International Particle Accelerator Conference (IPAC), Deauville, France, 2026.
  • Amy Wu, Antonin Sulc, Gianluca Martino, Jared De Chant, Simon Leemann, Thorsten Hellert, Evaluating in-context learning for Advanced Light Source EPICS process variable prediction, In International Particle Accelerator Conference (IPAC), Deauville, France, 2026.
  • Gianluca Martino, Antonin Sulc, Simon Leemann, Thorsten Hellert, Hybrid online optimization for hands-off tuning of the ALS injector, In International Particle Accelerator Conference (IPAC), Deauville, France, 2026.
  • Thorsten Hellert, Antonin Sulc, Chris Tennant, Gianluca Martino, Hayden Hoschauer, Kirk Iliev, Ariel: Agentic retrieval interface for electronic logbooks, In International Particle Accelerator Conference (IPAC), Deauville, France, 2026.
  • Kirk Iliev, Antonin Sulc, Gianluca Martino, Simon Leemann, Thorsten Hellert, A configurable unsupervised anomaly detection service for the Advanced Light Source, In International Particle Accelerator Conference (IPAC), Deauville, France, 2026.
  • Mohammad Alkhiyami, Gianluca Martino, Goerschwin Fey, Automated Self-Explanation of Expected versus Perceived Behavior for Interacting Digital Systems, In Design, Automation and Test in Europe Conference (DATE), Dresden, Germany, 2026.
  • Lutz Schammer, Gianluca Martino, Goerschwin Fey, DuRTL-Information Flow Analysis Tool for Register Transfer Level Hardware Designs, In International Conference on VLSI Design (VLSID), Bengaluru, India, 2025.
  • Gianluca Martino, Alberto Garcia-Ortiz, Lutz Schammer, Goerschwin Fey, Grading Defects: Evaluating Approximate Circuits for Error-Tolerant Systems, In IEEE Nordic Circuits and Systems Conference (NorCAS), Riga, Latvia, 2025.
  • Lutz Schammer, Gianluca Martino, Goerschwin Fey, Information Flow Analysis–Understanding the Trade-offs Between Static and Dynamic Analysis, In Methods and Description Languages for Modeling and Verification of Circuits and Systems (MBMV), Rostock, Germany, 2025.
  • Lutz Schammer, Gianluca Martino, Amir Najafi, Alberto Garcia-Ortiz, Goerschwin Fey, Detailed Insight into Approximate Circuits with Error-Responsive Information Flow Tracking, In it - Information Technology, De Gruyter, 2025.
  • Mohammad Alkhiyami, Gianluca Martino, Goerschwin Fey, Explaining Mismatches in Expected versus Perceived Behavior for Interacting Digital Systems, In ExCoS, Glasgow, Scotland, 2025.
  • Lutz Schammer, Gianluca Martino, Goerschwin Fey, Tag-based Hardware Information Flow Tracking, In ITG / GMM / GI Workshop Test Methods and Reliability of Circuits and Systems (TUZ), Darmstadt, Germany, 2024.
  • Lutz Schammer, Gianluca Martino, Goerschwin Fey, Usage Driven Relevance Analysis for IP Cores, In International System-on-Chip Conference (SOCC), Dresden, Germany, 2024.
  • Gianluca Martino, Towards a Fault Detection Infrastructure for the European XFEL, In PhD Thesis, Deutsche Nationalbibliothek, 2024.
  • Lutz Schammer, Gianluca Martino, Amir Najafi, Alberto Garcia-Ortiz, Goerschwin Fey, Detailed Insight into Approximate Circuits with Error-Responsive Information Flow Tracking, In it - Information Technology, De Gruyter, 2024.
  • Leandro Lanzieri, Gianluca Martino, Goerschwin Fey, Holger Schlarb, Thomas C. Schmidt, Matthias Wählisch, A Review of Techniques for Ageing Detection and Monitoring on Embedded Systems, In ACM Computing Surveys, 2024. (Link)
  • Ahmad Al-Zoubi, Benedikt Schaible, Gianluca Martino, Görschwin Fey, Latency-optimized Hardware Acceleration of Multilayer Perceptron Inference, In Euromicro Conference Series on Digital System Design (DSD), Durres, Albania, 2023. (Link)
  • Ahmad Al-Zoubi, Gianluca Martino, Fin Bahnsen, Jun Zhu, Görschwin Fey, Holger Schlarb, CNN Implementation and Analysis on Xilinx Versal ACAP at European XFEL, In International System-On-Chip Conference (SOCC), Belfast, United Kingdom, 2022. (Link)
  • Gianluca Martino, Görschwin Fey, Runtime Monitoring of c-LTL Specifications on FPGAs using HLS, In International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), Villasimius, Italy, 2022. (Link)
  • Gianluca Martino, Andrea Bellandi, Julien Branlard, Annika Eichler, Holger Schlarb, Goerschwin Fey, Lawrence Doolittle, Sebastian Aderhold, Andrew Benwell, Daniel Gonnella, Sonya Hoobler, Janice Nelson, Ryan Douglas Porter, Alessandro Ratti, Lisa Zacarias, Anomaly Detection Based Quench Detection System for CW Operation of SRF Cavities, In International Linear Accelerator Conference (LINAC), Liverpool, United Kingdom, 2022.
  • Gianluca Martino, Arne Grünhagen, Julien Branlard, Annika Eichler, Görschwin Fey, Holger Schlarb, Comparative Evaluation of Semi-Supervised Anomaly Detection Algorithms on High-Integrity Digital Systems, In Euromicro Conference on Digital System Design (DSD), Palermo, Italy, 2021. (Link)
  • Swantje Plambeck, Gianluca Martino, Görschwin Fey, Metrics for the Evaluation of Approximate Sequential Streaming Circuits, In Euromicro Conference on Digital System Design (DSD), Palermo, Italy, 2021. (Link)
  • Arne Grünhagen, Julien Branlard, Annika Eichler, Gianluca Martino, Görschwin Fey, Marina Tropmann-Frick, Fault Analysis of the Beam Acceleration Control System at the European XFEL using Data Mining, In Asian Test Symposium (ATS), Ehime, Japan, 2021. (Link)
  • Gianluca Martino, Heinz Riener, Görschwin Fey, Revisiting Explicit Enumeration for Exact Synthesis, In Euromicro Conference on Digital System Design (DSD), Portorož, Slovenia, 2020. (Link)
  • Gianluca Martino, Görschwin Fey, Syntax-Guided Enumeration of Temporal Properties, In Forum for Specification and Design Languages (FDL), Southampton, United Kingdom, 2019. (Link)
  • Gianluca Martino, Heinz Riener, Görschwin Fey, Complete Specification Mining, In Workshop on Design Automation for Understanding Hardware Designs (DUHDE), Florence, Italy, 2019.
  • Görschwin Fey, Tara Ghasempouri, Swen Jacobs, Gianluca Martino, Jaan Raik, Heinz Riener, Design Understanding: From Logic to Specification (special session), In IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), Verona, Italy, 2018. (Link)
  • Gianluca Martino, Heinz Riener, Görschwin Fey, Coverage-Guided CTL Property Enumeration for Understanding Models of Reactive Systems, In International Workshop on Logic & Synthesis (IWLS), San Francisco, CA, USA, 2018.