M. Liu
Physics and Astronomy · Purdue University West Lafayette
Publications
445
Citations
7,379
Est. group size
—
Recurring co-author estimate
Active years
34
Publishing since 1993
M. Liu works in experimental particle physics, contributing to large collaborative experiments like CMS at the Large Hadron Collider, and has increasingly focused on applying machine learning to particle physics problems such as sensor design, foundation models, and computing infrastructure for data analysis. Their work spans both fundamental physics searches (e.g., supersymmetry, dark matter detection) and the technical tools used to process and interpret particle detector data.
Publication output has grown substantially over the last decade, rising from around 34-38 papers per year in 2017-2021 to over 50-68 papers per year in 2023-2025, indicating increasing research activity.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- SuperSONIC: Cloud-Native Infrastructure for ML Inferencing
2025
- Sensor Co-design for $\textit{smartpixels}$
arXiv (Cornell University) · 2025
- Bumblebee: Foundation Model for Particle Physics Discovery
arXiv (Cornell University) · 2024
- Deployment of inference as a service at the US CMS Tier-2 data centers
2024
- Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism
arXiv (Cornell University) · 2022
- AEDGE: Atomic Experiment for Dark Matter and Gravity Exploration in Space
EPJ Quantum Technology · 2020
- Search for electroweak production of supersymmetry at CMS
Proceedings of The European Physical Society Conference on High Energy Physics — PoS(EPS-HEP2017) · 2018
- Journal of High Energy Physics×94
- DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)×60
- Physics Letters B×58
- Physical review. D/Physical review. D.×43
- Physical Review Letters×37
- A. Loeliger
Physics and Astronomy · Purdue University West Lafayette
- A. M. Rossi
Physics and Astronomy · Purdue University West Lafayette
- A. Lesauvage
Physics and Astronomy · The Ohio State University
- A. Jung
Physics and Astronomy · Purdue University West Lafayette
- A. S. Bakshi
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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