Ozan Baris Mulayim

According to our database, Ozan Baris Mulayim authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, June, 2025

On the Impact of Simulated Occupancy Behavior Assumptions on Reinforcement Learning for HVAC Controls.

Ozan Baris Mulayim, Mario Bergés

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

2024

Unmasking the Role of Remote Sensors in Comfort, Energy and Demand Response.

Ozan Baris Mulayim, Edson Severnini, Mario Bergés

CoRR, 2024

Leveraging Grey Box Models for Enhanced Energy Flexibility in Centralized and Decentralized Single-Zone Multi-Node Systems.

Ozan Baris Mulayim, Mario Bergés

Proceedings of the IEEE International Conference on Communications, 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

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024

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

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024

2023

Unmasking the Thermal Behavior of Single-Zone Multi-Room Houses: An Empirical Study.

Ozan Baris Mulayim, Mario Bergés

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023