Clayton Miller

Assistant Professor

National University of Singapore (NUS)

Singapore

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Professors in Energy Engineering

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Articles (19)

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2024

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2024

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2024

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2024

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2022

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2022

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2022

Collaborators (12)

Siu-Kit Lau

Associate Professor

National University of Singapore (NUS)

SINGAPORE

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Vasantha Ramani

EPFL

SWITZERLAND

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Stefano Schiavon

Professor

University of California, Berkeley

UNITED STATES

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Federico Tartarini

Senior Lecturer

University of Sydney

AUSTRALIA

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Jérôme Frisch

RWTH Aachen University

GERMANY

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sergio sibilio

Full professor of Building Physics and Building Energy Systems

Università degli Studi della Campania Luigi Vanvitelli

ITALY

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Adrian Chong

Assistant Professor

National University of Singapore (NUS)

SINGAPORE

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Steve Kardinal Jusuf

Associate Professor

Singapore Institute of Technology

SINGAPORE

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Miguel Martin

Delft University of Technology

NETHERLANDS

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Rudi Stouffs

Associate Professor

National University of Singapore (NUS)

SINGAPORE

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Chun Fu

National University of Singapore (NUS)

SINGAPORE

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Yuzhen Peng

ETH Zürich

SWITZERLAND

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Clayton Miller

Research Interests

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Articles (19)

Mitigating operational greenhouse gas emissions in ageing residential buildings using an Urban Digital Twin dashboard

A data-driven agent-based model of occupants’ thermal comfort behaviors for the planning of district-scale flexible work arrangements

InfraRed Investigation in Singapore (IRIS) Observatory: Urban heat island contributors and mitigators analysis using neighborhood-scale thermal imaging

Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight

Creating synthetic energy meter data using conditional diffusion and building metadata

Semantic segmentation of longitudinal thermal images for identification of hot and cool spots in urban areas

International Comparison of Weather and Emission Predictive Building Control

Experimental evaluation of thermal adaptation and transient thermal comfort in a tropical mixed-mode ventilation context

Experimental assessment of thermal and acoustics interactions on occupant comfort in mixed-mode buildings

A hybrid active learning framework for personal thermal comfort models

Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation

Elastic buildings: Calibrated district-scale simulation of occupant-flexible campus operation for hybrid work optimization

A review and reflection on open datasets of city-level building energy use and their applications

Highway to the Comfort Zone: History of the Psychrometric Chart

Cohort comfort models — Using occupant’s similarity to predict personal thermal preference with less data

District-scale surface temperatures generated from high-resolution longitudinal thermal infrared images

Low-Cost Thermohygrometers to Assess Thermal Comfort in the Built Environment: A Laboratory Evaluation of Their Measurement Performance

Personal comfort models based on a 6‐month experiment using environmental parameters and data from wearables

ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles

Collaborators (12)

Siu-Kit Lau

Vasantha Ramani

Stefano Schiavon

Federico Tartarini

Jérôme Frisch

sergio sibilio

Adrian Chong

Steve Kardinal Jusuf

Miguel Martin

Rudi Stouffs

Chun Fu

Yuzhen Peng

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