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Audrey Therrien

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ProfessorDépartement de génie électrique et de génie informatiqueUniversité de Sherbrooke

Audrey Therrien

Professor

Département de génie électrique et de génie informatique

Université de Sherbrooke

Sherbrooke, Quebec, Canada

Supervision signals

Professors usually supervise graduate students in their department's programs.
44 publications in the last five years, latest in 2026.
Senior (last) author on 20 recent papers, a sign of leading a research group.

These signals come from public records, including federal and provincial funding decisions. Ask the professor or the graduate program whether they are taking new students.

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Publications

257

Citations

Collaborators

Publications by year

Counts cover the publications linked to this profile. Citations and the h-index appear when the source records them.

Profiles and links

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Signals and details

Research

Read how they describe their research on their Université de Sherbrooke profile.

Latest papers

Temporal-symbolic data representation for intrusion detection in Industrial Control Systems
Computers & Security · 2026
Neural Network Acceleration on MPSoC Board: Integrating SLAC’s SNL and Auto-SNL
IEEE Transactions on Nuclear Science · 2026
Temporal-Symbolic Data Representation for Intrusion Detection in Industrial Control Systems
SSRN Electronic Journal · 2026

All 61 publications

61 publications.

Temporal-symbolic data representation for intrusion detection in Industrial Control Systems

Enzo Zamaï, David Espès, Audrey Corbeil-Therrien, Catherine Dezan

Computers & Security2026Open Access

DOI: 10.1016/j.cose.2026.105122

Neural Network Acceleration on MPSoC Board: Integrating SLAC’s SNL and Auto-SNL

Hamza Ezzaoui Rahali, Abhilasha Dave, Larry Ruckman, Mohammad Mehdi Rahimifar, Audrey Corbeil Therrien, James J. Russel, Ryan Herbst

IEEE Transactions on Nuclear Science2026

DOI: 10.1109/tns.2026.3661863

Temporal-Symbolic Data Representation for Intrusion Detection in Industrial Control Systems

Enzo Zamaï, David Espès, Audrey Corbeil-Therrien, Catherine Dezan

SSRN Electronic Journal2026Open Access

DOI: 10.2139/ssrn.6447256

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

Julia Gonski, Jenni Ott, Shiva Abbaszadeh, Sagar Addepalli, Matteo Cremonesi, Jennet Dickinson, Giuseppe Di Guglielmo, Erdem Yigit Ertorer, Lindsey Gray, Ryan Herbst, Christian Herwig, Tae Min Hong, Benedikt Maier, Maryam Bayat Makou, David C. Miller, Mark S. Neubauer, Cristián Peña, Dylan Rankin, Seon-Hee, Seo, Giordon Stark, Alexander Tapper, Audrey Corbeil Therrien, Ioannis Xiotidis, Keisuke Yoshihara, G Abarajithan, Sagar Addepalli, Nural Akchurin, Carlos Argüelles, Saptaparna Bhattacharya, et al. (124 authors)

International Linear Collider2026Open Access

DOI: 10.48550/arxiv.2602.22248

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

arXiv (Cornell University)2026Open Access

rule4ml: an open-source tool for resource utilization and latency estimation for ML models on FPGA

Mohammad Mehdi Rahimifar, Hamza Ezzaoui Rahali, Audrey Corbeil Therrien

Machine Learning Science and Technology20256 citationsSenior authorOpen Access

DOI: 10.1088/2632-2153/ada71c

wa-hls4ml and lui-gnn: A benchmark and GNN-based surrogate model for hls4ml resource and latency estimation

Benjamin Hawks, UC, San Diego, CERN, Sherbrooke U., Johns Hopkins U., Dennis Plotnikov, Karla Tame-Narvaez, Hilal Rahali, Mohammad Mehdi Rahimifar, Audrey Corbeil Therrien, Giuseppe Di Guglielmo, Nhan Viet Tran, Javier Mauricio Duarte, Vladimir Lončar

20251 citationsOpen Access

DOI: 10.2172/2549315

Neural Network Acceleration on MPSoC board: Integrating SLAC's SNL, Rogue Software and Auto-SNL

Hamza Ezzaoui Rahali, Dave, Abhilasha, Larry L. Ruckman, Mohammad Mehdi Rahimifar, Audrey Corbeil Therrien, James J. Russel, Ryan T. Herbst

arXiv (Cornell University)2025Open Access

DOI: 10.48550/arxiv.2508.21739

Data Acquisition System Architecture for Time-of-Flight Computed Tomography Scanners

W. Tremblay, Delband Roshani, Romain Espagnet, Yves Bérubé-Lauzière, Audrey Corbeil Therrien, Marc‐André Tétrault, Réjean Fontaine

2025

DOI: 10.1109/nss/mic/rtsd57106.2025.11286622

Grounding X-Ray Simulations in Reality: Physics-Aware Calibration for X-Ray Models

Hilal Rahali, Audrey Corbeil Therrien

2025Senior author

DOI: 10.1109/nss/mic/rtsd57106.2025.11286800

Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.

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Audrey Therrien

Research

Latest papers

Temporal-symbolic data representation for intrusion detection in Industrial Control Systems

Neural Network Acceleration on MPSoC Board: Integrating SLAC’s SNL and Auto-SNL

Temporal-Symbolic Data Representation for Intrusion Detection in Industrial Control Systems

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

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

rule4ml: an open-source tool for resource utilization and latency estimation for ML models on FPGA

wa-hls4ml and lui-gnn: A benchmark and GNN-based surrogate model for hls4ml resource and latency estimation

Neural Network Acceleration on MPSoC board: Integrating SLAC's SNL, Rogue Software and Auto-SNL

Data Acquisition System Architecture for Time-of-Flight Computed Tomography Scanners

Grounding X-Ray Simulations in Reality: Physics-Aware Calibration for X-Ray Models

Frequent collaborators

Audrey Corbeil Therrien

Réjean Fontaine

Jean-François Pratte

Marc-André Tétrault

Yves Bérubé-Lauzière

Serge Charlebois

Roger Lecomte

Guillaume Bélanger

Paul Charette

Mounir Boukadoum