All Stories

  1. PhyGICS – A Physics-informed Graph Neural Network-based Intelligent HVAC Controller for Open-plan Spaces

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

    Srinarayana Nagarathinam

  2. Multi-agent Reinforcement Learning for Joint Control of EV-HVAC System with Vehicle-to-Building Supply

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

    Prasant Misra, Srinarayana Nagarathinam

  3. EImprove - Optimizing Energy and Comfort in Buildings based on Formal Semantics and Reinforcement Learning

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Srinarayana Nagarathinam

  4. Learn to chill

    Article • November 2021, ACM (Association for Computing Machinery)

    Srinarayana Nagarathinam

  5. User Placement and Optimal Cooling Energy for Co-working Building Spaces

    Article • ACM Transactions on Cyber-Physical Systems, January 2021, ACM (Association for Computing Machinery)

    Srinarayana Nagarathinam

  6. Keep it open, Keep it safe

    Article • November 2020, ACM (Association for Computing Machinery)

    Srinarayana Nagarathinam

  7. MARCO - Multi-Agent Reinforcement learning based COntrol of building HVAC systems

    Article • June 2020, ACM (Association for Computing Machinery)

    Srinarayana Nagarathinam

  8. Centralized Management of HVAC Energy in Large Multi-AHU Zones

    Article • November 2015, ACM (Association for Computing Machinery)

    Srinarayana Nagarathinam

  9. On the Utility of Occupancy Sensing for Managing HVAC Energy in Large Zones

    Article • July 2015, ACM (Association for Computing Machinery)

    Srinarayana Nagarathinam