Clayton Miller
National University of Singapore
H-index: 28
Asia-Singapore
Top articles of Clayton Miller
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight | Energy and Buildings | Antonio Liguori Matias Quintana Chun Fu Clayton Miller Jérôme Frisch | 2024/5/1 |
Semantic segmentation of longitudinal thermal images for identification of hot and cool spots in urban areas | Building and Environment | Vasantha Ramani Pandarasamy Arjunan Kameshwar Poolla Clayton Miller | 2024/2/1 |
International comparison of weather and emission predictive building control | Buildings | Christian Hepf Ben Gottkehaskamp Clayton Miller Thomas Auer | 2024/1/20 |
Interpretable domain-informed and domain-agnostic features for supervised and unsupervised learning on building energy demand data | Applied Energy | Ada Canaydin Chun Fu Attila Balint Mohamad Khalil Clayton Miller | 2024/4/15 |
Experimental evaluation of thermal adaptation and transient thermal comfort in a tropical mixed-mode ventilation context | Building and Environment | Yue Lei Zeynep Duygu Tekler Sicheng Zhan Clayton Miller Adrian Chong | 2024/1/15 |
A data-driven agent-based model of occupants’ thermal comfort behaviors for the planning of district-scale flexible work arrangements | Building and Environment | Martín Mosteiro-Romero Matias Quintana Rudi Stouffs Clayton Miller | 2024/4/9 |
Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation | Applied Thermal Engineering | Chun Fu Matias Quintana Zoltan Nagy Clayton Miller | 2024/1/5 |
Creating synthetic energy meter data using conditional diffusion and building metadata | arXiv preprint arXiv:2404.00525 | Chun Fu Hussain Kazmi Matias Quintana Clayton Miller | 2024/3/31 |
InfraRed Investigation in Singapore (IRIS) Observatory: Urban heat island contributors and mitigators analysis using neighborhood-scale thermal imaging | Energy and Buildings | Miguel Martin Vasantha Ramani Clayton Miller | 2024/2/5 |
Cohort comfort models-Using occupant’s similarity to predict personal thermal preference with less data | Building and Environment | Matias Quintana Stefano Schiavon Federico Tartarini Joyce Kim Clayton Miller | 2023 |
Longitudinal thermal imaging for scalable non-residential HVAC and occupant behaviour characterization | Energy and Buildings | Vasantha Ramani Miguel Martin Pandarasamy Arjunan Adrian Chong Kameshwar Poolla | 2023/5/15 |
BIM-to-BRICK: Using graph modeling for IoT/BMS and spatial semantic data interoperability within digital data models of buildings | arXiv preprint arXiv:2307.13197 | Filippo Vittori Chuan Fu Tan Anna Laura Pisello Adrian Chong Clayton Miller | 2023/7/25 |
How good is the advice from ChatGPT for building science? Comparison of four scenarios | Journal of Physics: Conference Series | Adam Rysanek Zoltan Nagy Clayton Miller Aysegul Demir Dilsiz | 2023/11/1 |
A dynamic urban digital twin integrating longitudinal thermal imagery for microclimate studies | Vasantha Ramani Marcel Ignatius Joie Lim Filip Biljecki Clayton Miller | 2023/11/15 | |
A hybrid active learning framework for personal thermal comfort models | Building and Environment | Zeynep Duygu Tekler Yue Lei Yuzhen Peng Clayton Miller Adrian Chong | 2023/4/15 |
Ten questions concerning data-driven modelling and forecasting of operational energy demand at building and urban scale | Building and Environment | Hussain Kazmi Chun Fu Clayton Miller | 2023/7/1 |
Utilizing wearable technology to characterize and facilitate occupant collaborations in flexible workspaces | Journal of Physics: Conference Series | Kristi Maisha Mario Frei Matias Quintana Yun Xuan Chua Rishee Jain | 2023/11/1 |
Introducing the Cool, Quiet City Competition: Predicting smartwatch-reported heat and noise with digital twin metrics | Clayton Miller Matias Quintana Mario Frei Yun Xuan Chua Chun Fu | 2023/11/15 | |
Highway to the comfort zone: History of the psychrometric chart | Buildings | Eric Teitelbaum Clayton Miller Forrest Meggers | 2023/3/17 |
Experimental assessment of thermal and acoustics interactions on occupant comfort in mixed-mode buildings | Building and Environment | Yuzhen Peng Nogista Antanuri Siu-Kit Lau Bahador Jebelli Steve Kardinal Jusuf | 2023/6/15 |
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