Unmasking the Thermal Behavior of Single-Zone Multi-Room Houses: An Empirical Study. - Ozan Baris Mulayim; Mario Bergés (BuildSys, 2023)

Large Language Models for the Creation and Use of Semantic Ontologies in Buildings: Requirements and Challenges. - Ozan Baris Mulayim; Lazlo Paul; Marco Pritoni; Anand Krishnan Prakash; Malavikha Sudarshan; Gabe Fierro (BuildSys, 2024)

Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics? - Ozan Baris Mulayim; Pengrui Quan; Liying Han; Xiaomin Ouyang; Dezhi Hong; Mario Bergés; Mani Srivastava 001 (BuildSys, 2024)

Leveraging Grey Box Models for Enhanced Energy Flexibility in Centralized and Decentralized Single-Zone Multi-Node Systems. - Ozan Baris Mulayim; Mario Bergés (SmartGridComm, 2024)

Unmasking the Role of Remote Sensors in Comfort, Energy and Demand Response. - Ozan Baris Mulayim; Edson Severnini; Mario Bergés (CoRR, 2024)

On the Impact of Simulated Occupancy Behavior Assumptions on Reinforcement Learning for HVAC Controls. - Ozan Baris Mulayim; Mario Bergés (e-Energy, 2025)

Can Time-Series Foundation Models Perform Building Energy Management Tasks? - Ozan Baris Mulayim; Pengrui Quan; Liying Han; Xiaomin Ouyang; Dezhi Hong; Mario Bergés; Mani Srivastava 001 (CoRR, 2025)