Clayton Miller
Assistant Professor at National University of Singapore
Schools
- National University of Singapore
Links
Biography
National University of Singapore
Dr. Clayton Miller is an Asst. Professor at the National University of Singapore (NUS) in the Building and Urban Data Science (BUDS) Lab. His group focused on leveraging data sources from the built and urban environments to improve the energy efficiency and conservation, comfort, safety, and satisfaction of humans. Dr. Miller is also the Co-Leader of Theme D - Data Analytics at the UC Berkeley SinBerBEST2 Lab and the Co-Leader of Subtask 4 of the IEA Annex 79 Occupant-Centric Building Design and Operation. He holds a Doctor of Sciences (Dr. sc. ETH Zurich) from the ETH Zürich, an MSc. (Building) from the National University of Singapore (NUS), and a BSc./Masters of Architectural Engineering (MAE) from the University of Nebraska - Lincoln (UNL). He is the former CTO of Optiras Pte. Ltd, a Singapore NRF-funded start-up, a former Fulbright Scholar to Singapore at NUS, and a Walter Scott Jr. Scholar at UNL.
Education
- Doctor of Sciences (Dr. sc. ETH Zurich) ETH Zürich (2012 — 2016)
- MSc National University of Singapore (2009 — 2011)
- BSAE/MAE University of Nebraska-Lincoln (2002 — 2007)
Companies
- Assistant Professor National University of Singapore (2017)
- Institute of Technology in Architecture Fellow and PhD Researcher ETH Zürich (2012 — 2016)
- Visiting Researcher Vermont Energy Investment Corporation (2015 — 2015)
- Co-Founder and CTO Optiras Pte Ltd (2010 — 2012)
- Fulbright Scholar to Singapore Fulbright Association (2009 — 2010)
- Research Team Lead Ezenics, Inc. (2008 — 2009)
- Mechanical Engineer Leo A Daly (2006 — 2008)
Videos
Clayton Miller - Building and Urban Data Science Lab Research Overview
Dr. Clayton Miller: "Measured data? Simulated data? What's the future?" (eSim 2021 Keynote)
The New Normal: Technologies to Address Rapid Digitization and Diversification of How We Work
IEA Annex 79 5th International Symposium on Occupant Behaviour – Session 2
Let's create a building data sandbox on Kaggle!
The Role of Machine Learning Skills and Crowdsourced Models for the Built Environment
Python Programming for Energy Modelers - Education Committee
Data Science for Construction, Architecture and Engineering | NUS
Профессор Clayton Miller из Сингапура дал 3-дневный мастер класс BIG DATA и Data Science
2022 02 21 NUSAIL Symposium Recording PM
eSim 2021 Keynote by Dr Clayton Miller - Bridging physics-based and data-driven modeling
Talk 4: Clayton Miller - Towards Growing the Data Science Community in the Built Environment
NUS PhD Academic Faculty Sharing - Dr. Clayton Miller
ASHRAE 2020 Conference - Seminar 12 - GEPIII Competition - Overview by Clayton Miller
Why building industry professionals should learn to code! - Dr. Clayton Miller (NUS Singapore)
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