A Mobility-Driven Approach to Modeling Building Energy. - Anne Berres; Piljae Im; Kuldeep R. Kurte; Melissa R. Allen-Dumas; Gautam S. Thakur; Jibonananda Sanyal (IEEE BigData, 2019)

Identification of aggregate building thermal dynamic model and unmeasured internal heat load from data. - Zhong Guo; Austin R. Coffman; Jeffrey Munk; Piljae Im; Prabir Barooah (CDC, 2019)

Online Learning for Commercial Buildings. - Jin Dong; Thiagarajan Ramachandran; Piljae Im; Sen Huang; Vikas Chandan; Draguna L. Vrabie; P. Teja Kuruganti (e-Energy, 2019)

Aggregation and Data Driven Identification of Building Thermal Dynamic Model and Unmeasured Disturbance. - Zhong Guo; Austin R. Coffman; Jeffrey Munk; Piljae Im; P. Teja Kuruganti; Prabir Barooah (CoRR, 2020)

VizBrick: A GUI-based Interactive Tool for Authoring Semantic Metadata for Building Datasets. - Sangkeun Lee 001; Borui Cui; Mahabir Bhandari; Na Luo; Piljae Im (ISWC (Posters/Demos/Industry), 2022)

Grey-box and ANN-based building models for multistep-ahead prediction of indoor temperature to implement model predictive control. - Abu Talib; Semi Park; Piljae Im; Jaewan Joe (Eng. Appl. Artif. Intell., 2023)

A feasibility study of machine learning-based model predictive control for commercial buildings in cooling season. - Abu Talib; Semi Park; Piljae Im; Jaewan Joe (Eng. Appl. Artif. Intell., 2025)