Clayton Miller

3.9k total citations · 1 hit paper
111 papers, 2.6k citations indexed

About

Clayton Miller is a scholar working on Building and Construction, Environmental Engineering and Electrical and Electronic Engineering. According to data from OpenAlex, Clayton Miller has authored 111 papers receiving a total of 2.6k indexed citations (citations by other indexed papers that have themselves been cited), including 88 papers in Building and Construction, 41 papers in Environmental Engineering and 21 papers in Electrical and Electronic Engineering. Recurrent topics in Clayton Miller's work include Building Energy and Comfort Optimization (83 papers), Urban Heat Island Mitigation (30 papers) and Noise Effects and Management (16 papers). Clayton Miller is often cited by papers focused on Building Energy and Comfort Optimization (83 papers), Urban Heat Island Mitigation (30 papers) and Noise Effects and Management (16 papers). Clayton Miller collaborates with scholars based in Singapore, United States and Switzerland. Clayton Miller's co-authors include Zoltán Nagy, Arno Schlueter, Forrest Meggers, Matías Quintana, Pandarasamy Arjunan, Kameshwar Poolla, Adrian Chong, Prageeth Jayathissa, Mahmoud Abdelrahman and Filip Biljecki and has published in prestigious journals such as SHILAP Revista de lepidopterología, Renewable and Sustainable Energy Reviews and Applied Energy.

In The Last Decade

Clayton Miller

107 papers receiving 2.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Introducing IEA EBC annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation

2020 222 citations Zoltán Nagy, Clayton Miller et al. Building and Environment profile →

Peers

Countries citing papers authored by Clayton Miller

Since Specialization

Citations

This map shows the geographic impact of Clayton Miller's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Clayton Miller with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Clayton Miller more than expected).

Fields of papers citing papers by Clayton Miller

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Clayton Miller. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Clayton Miller. The network helps show where Clayton Miller may publish in the future.

Co-authorship network of co-authors of Clayton Miller

This figure shows the co-authorship network connecting the top 25 collaborators of Clayton Miller. A scholar is included among the top collaborators of Clayton Miller based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Clayton Miller. Clayton Miller is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Enhancing urban energy modeling: A case study of data acquisition, enrichment, and evaluation in Berlin 2025 ·Energy and Buildings ·(unknown), (unknown), Clayton Miller, Rita Streblow	0
2	Cross-domain disaggregation of electricity for heating in all-electric school buildings – learning from school buildings with district heating 2025 ·Energy and Buildings ·(unknown), (unknown), Clayton Miller, (unknown), Hussain Kazmi, Jayaprakash Rajasekharan	1
3	What is a Digital Twin anyway? Deriving the definition for the built environment from over 15,000 scientific publications 2025 ·Building and Environment ·Mahmoud Abdelrahman, (unknown), Binyu Lei, Matías Quintana, Clayton Miller, Filip Biljecki	13
4	Mitigating operational greenhouse gas emissions in ageing residential buildings using an Urban Digital Twin dashboard 2024 ·Energy and Buildings ·(unknown), (unknown), Clayton Miller, Rudi Stouffs	11
5	Interpretable domain-informed and domain-agnostic features for supervised and unsupervised learning on building energy demand data 2024 ·Applied Energy ·(unknown), (unknown), (unknown), (unknown), Clayton Miller, Hussain Kazmi	9
6	A dataset exploring urban comfort through novel wearables and environmental surveys 2024 ·Scientific Data ·(unknown), (unknown), Nathan W. Perry, (unknown), Clayton Miller, Hamed S. Alavi, Denis Lalanne, (unknown)	0
7	Gaussian-based plug load profile prediction in non-residential buildings archetype 2024 ·Applied Energy ·(unknown), Clayton Miller, (unknown), Ursula Eicker	1
8	Recommender systems and reinforcement learning for human-building interaction and context aware support: A text mining-driven review of scientific literature 2024 ·Energy and Buildings ·Wenhao Zhang, Matías Quintana, Clayton Miller	3
9	Highway to the Comfort Zone: History of the Psychrometric Chart 2023 ·Buildings ·Eric Teitelbaum, Clayton Miller, Forrest Meggers	4
10	Semantic segmentation of longitudinal thermal images for identification of hot and cool spots in urban areas 2023 ·Building and Environment ·(unknown), Pandarasamy Arjunan, Kameshwar Poolla, Clayton Miller	7
11	A repository of occupant-centric control case studies: Survey development and database overview 2023 ·Energy and Buildings ·(unknown), Maíra André, (unknown), Burak Gunay, Jakob Hahn, (unknown), Zoltán Nagy, Mohamed Ouf, June Young Park, (unknown), Clayton Miller	8
12	Experimental evaluation of thermal adaptation and transient thermal comfort in a tropical mixed-mode ventilation context 2023 ·Building and Environment ·(unknown), Zeynep Duygu Tekler, Sicheng Zhan, Clayton Miller, Adrian Chong	11
13	Ten questions concerning data-driven modelling and forecasting of operational energy demand at building and urban scale 2023 ·Building and Environment ·Hussain Kazmi, (unknown), Clayton Miller	38
14	Towards Human-centric Digital Twins: Leveraging Computer Vision and Graph Models to Predict Outdoor Comfort 2023 ·Sustainable Cities and Society ·Pengyuan Liu, Tianhong Zhao, (unknown), Binyu Lei, Mario Frei, Clayton Miller, Filip Biljecki	63
15	Utilizing wearable technology to characterize and facilitate occupant collaborations in flexible workspaces 2023 ·Journal of Physics Conference Series ·(unknown), Mario Frei, Matías Quintana, (unknown), Rishee K. Jain, Clayton Miller	5
16	Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin Metrics 2023 ·National University of Singapore ·Clayton Miller, Matías Quintana, (unknown), (unknown), (unknown), (unknown), Winston Yap, Adrian Chong, Filip Biljecki	4
17	A Dynamic Urban Digital Twin Integrating Longitudinal Thermal Imagery for Microclimate Studies 2023 ·National University of Singapore ·(unknown), Marcel Ignatius, (unknown), Filip Biljecki, Clayton Miller	7
18	From Personal Comfort to District Performance: Using Smartwatch and WiFi Data for Occupant-Driven Operation 2023 ·Repository for Publications and Research Data (ETH Zurich) ·(unknown), Matías Quintana, Clayton Miller, Rudi Stouffs	1
19	Project Coolbit: can your watch predict heat stress and thermal comfort sensation? 2020 ·Environmental Research Letters ·Negin Nazarian, (unknown), Manon Kohler, Jason Lee, Clayton Miller, Winston Chow, (unknown), Alberto Martilli, Matías Quintana, (unknown), Leslie K. Norford	64
20	Automation Of Common Building Energy Simulation Workflows Using Python 2013 ·Building Simulation Conference proceedings ·Clayton Miller, (unknown), Marcus B. Jones	9

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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