[September 2023] Our lab started a new industry project, in collaboration with Prof. Hui Wang (PI, FSU Industrial and Manufacturing Engineering) and Prof. Juan Ordonez (FSU Mechanical Engineering).
Developing a Digital Twin to Automate the Detection of Anomalies When Operating Fired Heaters. Primoris Service Corporations.
[September 2023] Our lab started a new sponsored research, in collaboration with Prof. Anuj Srivastava (FSU Statistics) and Prof. Peihua Qiu (UF Biostatistics).
Data-Driven Adaptive Control of Shape Evolution with Regime Changes. Award No. FA9550-23-1-0673. Dynamical Systems and Control Theory Program. Air Force Office of Scientific Research.
[September 2023] Our research on Bayesian optimization for smart manufacturing is accepted for publication in IEEE T-ASE.
Kang, B, Park, C, Kim, C & Hong, S (In Press) Bayesian optimization for the vehicle dwelling policy in a semiconductor wafer fab. IEEE Transactions on Automation Science and Engineering.
[September 2023] Our lab received a new funding from National Science Foundation, in collaboration with Prof. Yanshuo Sun (FSU Industrial and Manufacturing Eng). This will support education and research for underrepresented groups.
Planning: HBCU-UP: Strengthening Data Science Research Capacity and Education Programs through Academia-Industry Partnership. Award No. NSF-2332161. Project Abstract
[October 2022] Our research on Jump Gaussian Process is published in Journal of Machine Learning Research.
Park, C. (2022) Jump Gaussian Process Model for Estimating Piecewise Continuous Regression Functions. Journal of Machine Learning Research. 23(278):1−37 (Paper)