Testing of Coiled Nylon Actuators for Use in Spastic Hand Exoskeletons. - Sanaz Bahrami; Patrick Dumond (EMBC, 2018)

Consistent Manufacturing Device for Coiled Polymer Actuators. - Sarah Horton; Patrick Dumond (EMBC, 2018)

Passive Rotation Angle Motion Validation for an Ankle-Foot Orthosis Multi-Jointed Surrogate Lower Limb Design. - Alexis Thibodeau; Patrick Dumond; Edward D. Lemaire (EMBC, 2021)

Automating Predictive Maintenance Using State-Based Transfer Learning and Ensemble Methods. - Justin Larocque-Villiers; Patrick Dumond; David Knox (ROSE, 2021)

Instantaneous Frequency Synchronized Generalized Stepwise Demodulation Transform for Bearing Fault Diagnosis. - Juanjuan Shi; Zehui Hua; Weiguo Huang; Patrick Dumond; Changqing Shen; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2022)

Structured Data Ontology for AI in Industrial Asset Condition Monitoring. - Jacob Hendriks; Mana Azarm; Patrick Dumond (J. Sens. Actuator Networks, 2024)

Latent subdomain assignment based on pseudo domain labels for fault diagnosis of unseen data. - Zehui Hua; Juanjuan Shi; Patrick Dumond (Adv. Eng. Informatics, 2025)

Advancing machine fault diagnosis: A detailed examination of convolutional neural networks. - Govind Vashishtha; Sumika Chauhan; Mert Sehri; Justyna Hebda-Sobkowicz; Radoslaw Zimroz; Patrick Dumond; Rajesh Kumar 011 (CoRR, 2025)

Towards a Universal Vibration Analysis Dataset: A Framework for Transfer Learning in Predictive Maintenance and Structural Health Monitoring. - Mert Sehri; Igor Varejão; Zehui Hua; Vitor Berger Bonella; Adriano Santos; Francisco de Assis Boldt; Patrick Dumond; Flávio Miguel Varejão (CoRR, 2025)

Deep Learning Approach to Bearing and Induction Motor Fault Diagnosis via Data Fusion. - Mert Sehri; Merve Ertagrin; Özal Yildirim; Ahmet Orhan; Patrick Dumond (CoRR, 2025)

A Comparative Analysis of Reinforcement Learning and Conventional Deep Learning Approaches for Bearing Fault Diagnosis. - Efe Çakir; Patrick Dumond (CoRR, 2025)

Selective Embedding for Deep Learning. - Mert Sehri; Zehui Hua; Francisco de Assis Boldt; Patrick Dumond (CoRR, 2025)