All Stories

  1. I Can’t Read All That! Improving the Usability of Semantic Models Using Concise, Ontology-Agnostic, Building-Specific Schemas

    Article • November 2025, ACM (Association for Computing Machinery)

    Ozan Baris Mulayim

  2. BuildingQA: A Benchmark for Natural Language Question Answering over Building Knowledge Graphs

    Article • November 2025, ACM (Association for Computing Machinery)

    Ozan Baris Mulayim

  3. Ibex-RL: Interpretable and Scalable Control via Physics-Informed Reinforcement Learning

    Article • November 2025, ACM (Association for Computing Machinery)

    Ozan Baris Mulayim

  4. Towards Zero-shot Question Answering in CPS-IoT: Large Language Models and Knowledge Graphs

    Article • May 2025, ACM (Association for Computing Machinery)

    Ozan Baris Mulayim

  5. Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics?

    Article • October 2024, ACM (Association for Computing Machinery)

    Ozan Baris Mulayim, Xiaomin OUYANG

  6. Large Language Models for the Creation and Use of Semantic Ontologies in Buildings: Requirements and Challenges

    Article • October 2024, ACM (Association for Computing Machinery)

    Ozan Baris Mulayim

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

    Article • November 2023, ACM (Association for Computing Machinery)

    Ozan Baris Mulayim