Contact
Zhen Hu, Ph.D.
Associate Professor
Department of Industrial and Manufacturing Systems Engineering
University of Michigan-Dearborn, Dearborn, MI
Tel:313-583-6312; Email: zhennhu@umich.edu
Structural and Multidisciplinary Optimization Journal Special Issue on “Reduced Order Modeling, Generative AI, and SciML in Digital Twins” The emergence of digital twins facilitates “personalized” control and optimization decisions by taking into account the unique Read more…
Paper on probabilistic machine learning for diagnostics and prognostics of batteries got published in npj-Material Sustainability journal. This paper was led by Dr. Thelen Adams from Apple and Prof. Chao Hu from University of Connecticut. Read more…
Dr. Ying Zhao successfully defended her Ph.D. dissertation entitled “Machine Learning-Based Calibration of Streamflow Prediction Model“. Congratulations!!
Dr. Zhen Hu has been honored with the 2023 CECS Faculty Excellence in Research Award by the College of Engineering and Computer Science at the UM-Dearborn. Excellence in Research Award is granted to faculty who Read more…
On top of machine learning (ML) models, uncertainty quantification (UQ) functions as an essential layer of safety assurance that could lead to more principled decision making by enabling sound risk assessment and management. The safety and reliability improvement of Read more…
The use of unmanned aerial vehicles (UAVs) for structural health inspection has become a promising technique to perform labor-intensive, accessibility-challenged, and sometimes dangerous inspection tasks. This paper presents a novel physics-informed UAV inspection planning framework for infrastructure Read more…
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