Marco Lorusso
Physics and Astronomy · Purdue University West Lafayette
Publications
208
Citations
489
Est. group size
—
Recurring co-author estimate
Active years
15
Publishing since 2012
Marco Lorusso works in experimental particle physics, focusing on applying machine learning and specialized computing hardware (like FPGAs) to problems such as detecting anomalies, filtering data in real time ('triggering'), and reconstructing particle collision data from experiments like ATLAS and CMS at facilities such as CERN. Much of the work involves making machine learning models fast and efficient enough to run on programmable hardware or cloud computing platforms during live experiments, and exploring newer techniques like quantum computing for data analysis.
Publication output was minimal and sporadic from 2017-2023 but shows a dramatic and rapid increase starting in 2024, suggesting either a recent surge in productivity or a shift in data coverage/collaboration scale.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Optimization of ML-Based BSM triggering with Knowledge Distillation for FPGA implementation
2025
- Study and application of QUnfold, an innovative Quantum Annealing-based Unfolding tool, using simulated ATLAS data
2025
- Scalable training on scalable infrastructures for programmable hardware
EPJ Web of Conferences · 2024
- Joint Variational Auto-Encoder for Anomaly Detection in High Energy Physics
2023
- Scalable training on scalable infrastructures for programmable hardware
2023
- Machine Learning inference using PYNQ environment in a AWS EC2 F1 Instance
2022
- Accelerating Machine Learning inference using FPGAs: the PYNQ framework tested on an AWS EC2 F1 Instance
Proceedings of 41st International Conference on High Energy physics — PoS(ICHEP2022) · 2022
- Deep Learning fast inference on FPGA for CMS Muon Level-1 Trigger studies
2021
- Banco prova per comandi di volo: modellazione e sperimentazione = Test rig for flight control systems: modeling and experimentation
2018
- Powering the City in the Global South: Increasing Energy Access for all in a Context of Urbanisation and Changing Governance
eScholarship (California Digital Library) · 2017
- Journal of High Energy Physics×48
- DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)×37
- arXiv (Cornell University)×32
- Physical Review Letters×14
- Physics Letters B×13
- An Gu
Physics and Astronomy · Purdue University West Lafayette
- A. Basnet
Physics and Astronomy · The Ohio State University
- A. Das
Physics and Astronomy · The Ohio State University
- Alexey Shevelev
Physics and Astronomy · Purdue University West Lafayette
- Andrew Wildridge
Physics and Astronomy · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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