Andi Wang joined the University of Wisconsin-Madison in Aug 2024, as an assistant professor in the Department of Industrial and Systems Engineering. Before that, he was an assistant professor at The School of Manufacturing Systems and Networks, Ira A. Fulton Schools of Engineering, Arizona State University.
Andi Wang's research mission is to develop principled approaches and methodologies of data science and machine learning to address the special challenges for their application in engineering processes and systems, through predictive analytics, monitoring, diagnostics, design optimization, and model-based control.
Methodologies: Representation Learning, Multitask Learning, Heterogeneous Data Fusion, Distributed Optimization, Bayesian Optimization, Anomaly Detection
Applications: Nuclear Engineering, Additive Manufacturing, Semiconductor Manufacturing, Steel Rolling