Vasantha Ramani

Employment

• EPFL

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (13)

• From Static Surveys to Living Agents: A Generative LLM-Agent Workflow for Residential Energy Simulation
  Proceedings of the 2026 ACM Sustainability Week 2026 DOI: 10.1145/3765611.3815494
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• Load-as-a-sensor? Sensing indoor conditions at scale with system identification models of HVAC loads
  Proceedings of the 13th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation 2026 DOI: 10.1145/3744256.3812594
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• Non-intrusive energy state monitoring for occupancy driven load management of residential units
  Journal of Physics: Conference Series 2025 DOI: 10.1088/1742-6596/3140/6/062029
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• InfraRed Investigation in Singapore (IRIS) Observatory: Urban heat island contributors and mitigators analysis using neighborhood-scale thermal imaging
  Energy and Buildings 2024 DOI: 10.1016/j.enbuild.2024.113973
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• Semantic segmentation of longitudinal thermal images for identification of hot and cool spots in urban areas
  Building and Environment 2024 DOI: 10.1016/j.buildenv.2023.111112
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• District-scale surface temperatures generated from high-resolution longitudinal thermal infrared images
  Scientific Data 2023 DOI: 10.1038/s41597-023-02749-0
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• A Dynamic Urban Digital Twin Integrating Longitudinal Thermal Imagery for Microclimate Studies
  Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation 2023 DOI: 10.1145/3600100.3626345
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• Longitudinal thermal imaging for scalable non-residential HVAC and occupant behaviour characterization
  Energy and Buildings 2023 DOI: 10.1016/j.enbuild.2023.112997
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• Impacts of climate change on long-term reliability of reinforced concrete structures due to chloride ingress
  Construction and Building Materials 2022 DOI: 10.1016/j.conbuildmat.2022.129091
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• Probabilistic assessment of time to cracking of concrete cover due to corrosion using semantic segmentation of imaging probe sensor data
  Automation in Construction 2021 DOI: 10.1016/j.autcon.2021.103963
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