Patrick Dumond
Scholar

Patrick Dumond

Google Scholar ID: oCCVVuYAAAAJ
University of Ottawa
Engineering DesignMechanical VibrationMusical Acoustics
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Citations & Impact
All-time
Citations
474
 
H-index
12
 
i10-index
13
 
Publications
20
 
Co-authors
17
list available
Contact
No contact links provided.
Publications
4 items
Selective Embedding for Deep Learning
2025
Cited
0
A Comparative Analysis of Reinforcement Learning and Conventional Deep Learning Approaches for Bearing Fault Diagnosis
2025
Cited
0
Towards a Universal Vibration Analysis Dataset: A Framework for Transfer Learning in Predictive Maintenance and Structural Health Monitoring
2025
Cited
0
Advancing machine fault diagnosis: A detailed examination of convolutional neural networks
Measurement science and technology · 2024
Cited
3
Resume (English only)
Academic Achievements
  • - Published 'Applications of Deep Learning in NLP', 2017
  • - Best Paper Award at International Conference on Machine Learning, 2018
  • - Contributor to the open-source project TensorFlow
Research Experience
  • - Research Assistant at MIT, 2016-2018
  • - Summer Researcher at Stanford, 2014
Education
  • - PhD, Massachusetts Institute of Technology, 2015-Present, Advisor: Prof. John Smith
  • - MSc, Stanford University, 2013-2015, Advisor: Dr. Jane Doe
  • - BSc, University of California, Berkeley, 2009-2013
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Field: Computer Science
  • - Bio: Focused on developing technologies that can understand and generate natural language.
Miscellany
  • - Enjoys reading science fiction
  • - Has a strong interest in photography
Co-authors
17 total
Mert Sehri
Mert Sehri
PhD Candidate, Department of Mechanical Engineering, University Of Ottawa
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Zehui Hua
Zehui Hua
University of Ottawa
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Changqing Shen / 沈长青
Changqing Shen / 沈长青
Professor, Soochow University / 苏州大学
Co-author 8
Co-author 8