Research
Research areas are derived from OpenAlex topics of their publications.
20 publications.
Digital Twin Enabled Performance Optimization of Machine Tools: A Survey
Sicard B, Wu Y, Gadsden SA, McCafferty-Leroux A
Parameter Identification in Magnetorheological Dampers via Physics-Informed Neural Networks
Wu Y, Sicard B, Kosierb P, Gadsden SA
Robust Estimation Strategies for a Nonlinear Satellite System
McCafferty-Leroux A, Sicard B, Gadsden SA, Al-Shabi M
A Review of Physics-Informed Machine Learning Methods with Applications to Condition Monitoring and Anomaly Detection
Wu Y, Sicard B, Gadsden SA
Physics-informed machine learning: A comprehensive review on applications in anomaly detection and condition monitoring
Wu Y, Sicard B, Gadsden SA
Physics-informed neural networks for modeling hysteretic behavior in magnetorheological dampers
Wu Y, Sicard B, Kosierb P, Appuhamy R, McCafferty-Leroux A, Gadsden SA
Digital Twin Enabled Asset Management of Machine Tools
Sicard B, Wu Y, Gadsden SA
Generating synthetic data for data-driven solutions via a digital twin for condition monitoring in machine tools
Sicard B, Butler Q, Wu Y, Abdolahi S, Ziada Y, Gadsden SA
Aerospace digital twins: examining applications of digital twin technology to unmanned aerial vehicles and satellites
Sicard B, McCafferty-Leroux A, Appuhamy R, Newton A, Kosierb P, Gadsden SA
Hybrid Modeling for Condition Monitoring in Digital Twin Systems
Sicard B, Gadsden SA
Courses taught
2- Undergraduate
Mechanical Engineering Design Elements
MECHENG 2DA3 · last taught 2026
- Undergraduate
Robotics
MECHENG 4K03 · last taught 2025
Frequent collaborators
2Researchers with similar interests
Dan Centea
School of Engineering Technology
Digital Transformation in Industry, Manufacturing Process and Optimization
Andrew Gadsden
Mechanical Engineering
Fault Detection and Control Systems, Structural Health Monitoring Techniques
Stephen Clarence Veldhuis
Mechanical Engineering
Advanced machining processes and optimization
Philip Koshy
Mechanical Engineering
Advanced machining processes and optimization
Maryam Aramesh
Mechanical Engineering
Advanced machining processes and optimization
Robert Fleisig
Walter G. Booth School of Engineering Practice and Technology
Manufacturing Process and Optimization, Advanced machining processes and optimization
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