Estimation and monitoring of product aesthetics: application to manufacturing of "engineered stone" countertops. - J. Jay Liu; John F. MacGregor (Mach. Vis. Appl., 2006)

Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement Learning. - Dongju Kang; Doeun Kang; Sumin Hwangbo; Haider Niaz; Won Bo Lee; J. Jay Liu; Jonggeol Na (CoRR, 2022)

Machine Learning-based Automatic Defect Classification in Real Manufacturing Settings. - J. Jay Liu (ICCAD, 2023)

Production rescheduling via explorative reinforcement learning while considering nervousness. - Sumin Hwangbo; J. Jay Liu; Jun-Hyung Ryu; Ho Jae Lee; Jonggeol Na (Comput. Chem. Eng., 2024)

Dynamic Congestion Management With Chance-Constrained MPC in Networked Microgrids Under Consumers-Related Uncertainties. - Pouria Omrani; Hossein Yektamoghadam; Amirhossein Nikoofard; Mohammad Reza Salehizadeh; J. Jay Liu (IEEE Trans. Consumer Electron., 2024)

Preventive Energy Management Strategy Before Extreme Weather Events by Modeling EVs' Opt-In Preferences. - Mohammad Reza Salehizadeh; Ayse Kübra Erenoglu; Ibrahim Sengör; Akin Tascikaraoglu; Ozan Erdinç; J. Jay Liu; João P. S. Catalão (IEEE Trans. Intell. Transp. Syst., 2024)

Meta-machine learning framework for robust short-term solar power prediction across different climatic zones. - Amit Rai; Ashish Shrivastava; Kartick Chandra Jana; J. Jay Liu; Kulwant Singh; N. S. Jayalakshmi; Amit Agrawal 003 (Eng. Appl. Artif. Intell., 2025)

Prediction of Chromatographic Retention Time of a Small Molecule from SMILES Representation Using a Hybrid Transformer-LSTM Model. - Sargol Mazraedoost; Hadi Sedigh Malekroodi; Petar Zuvela; Myunggi Yi; J. Jay Liu (J. Chem. Inf. Model., 2025)