Ruoyu Yang
Ruoyu Yang
Research Assistant Professor
Research Assistant Professor
Department of Automotive Engineering
4 Research Drive, Greenville, SC, 29607
Clemson University
Email: ruoyuy<at>clemson<dot>edu
Department of Automotive Engineering
4 Research Drive, Greenville, SC, 29607
Clemson University
Email: ruoyuy<at>clemson<dot>edu
Research Interests
Machine Learning, Deep Learning, Computer Vision, Applied Ontology,
Additive Manufacturing, Connected Autonomous Vehicles and Structual Health Monitoring Educational Background
- Doctor of Philosophy (Ph.D.), Mechanical Engineering, 2016 - 2020
- State University of New York at Buffalo, NY
- Master of Science (M.S.), Mechanical Engineering 2014 - 2016
- State University of New York at Buffalo, NY
- Bachelor of Science (B.S.), Vehicle Engineering 2010 - 2014
- Beijing Institute of Technology, China
Work Experience
- Research Assistant 2015 - 2020
- MAD Lab, State University of New York at Buffalo, NY
- Intern May 2019 - Aug 2019
- Palo Alto Reasearch Center(PARC), Palo Alto, CA
- Intern Spring 2014
- Inner Mongolia First Machinery Group Corporation, China
- Research Assistant 2013 - 2014
- National Vehicle Transmission Lab, China
Publications
- CNN-LSTM deep learning architecture for computer vision-based modal frequency detection
- Machine auscultation: enabling machine diagnostics using convolutional neural networks and large-scale machine audio data
- Detecting functional field units from satellite images in smallholder farming systems using a deep learning based computer vision approach: A case study from Bangladesh
- Enriching the functionally graded materials (FGM) ontology for digital manufacturing
- An ontological approach to representing the product life cycle
- PI-LSTM: Physics-infused long short-term memory network
- Additive Manufacturing of Conductive Polymer Nanocomposites Under the Influence of External Magnetic Field