Dr. Zhen Hu finished 2019 Ford-UM Faculty Summer Sabbatical in the Sustainability and Safety Analytics Group at Ford Motor Company. He conducted research on big data analytics and artificial intelligence under the supervision of Dr. Yan Fu and Dr. Zhen Jiang.
Paper on testing design optimization for generating next-generation off-road mobility map got accepted to ASME Journal of Mechanical Design. Get the paper here.
Collaborative research with Dr. Lei Chen on UQ of Metallic AM using multi-scale simulation and data-driven approach got accepted to JOM Journal. Get the paper here.
Paper on Process Optimization of Metallic AM under uncertainty using computational physics simulations and data-driven approaches got accepted to ASME Journal of Manufacturing Science and Engineering. Get the paper here.
Our special issue on RR&UQ in automotive applications is now officially published online. Read the papers of this special issue here.
Kassem and Yixuan presented our research work at SAE WCX 2019. https://www.sae.org/attend/wcx/program ; Dr. Zhen Hu co-chaired a session on “Design for Reliability and Robustness”.
Paper on data-driven global sensitivity analysis (GSA) got accepted to RESS. We developed a novel GSA approach that makes it possible to perform high-dimensional GSA purely based on a data matrix. Get the paper here.
A paper on high-dimensional RBDO got accepted to ASME JMD. This paper is coauthored with Prof. Chao Hu at Iowa State and Prof. Soobum Lee at UMBC. Get the paper here.
The following five papers got accepted recently: A paper on ALT got accepted by JMD, get the paper here. A paper on reliability analysis got accepted by JMD, get the paper here. A paper on model discrepancy quantification got accepted by JMD, get the paper here. A paper on model Read more…