Application of human-centric digital twins: Predicting outdoor thermal comfort distribution in Singapore using multi-source data and machine learning

X Liu, Z Gou, C Yuan - Urban Climate, 2024 - Elsevier
In the face of global climate warming, outdoor thermal comfort in urban settings is
increasingly critical. However, accurately predicting residents' thermal perceptions during …

Converging Smartwatch and Urban Datasets for Sustainable City Planning: A Case Study in Seoul, South Korea

M Mosteiro-Romero, Y Park… - E3S Web of …, 2024 - e3s-conferences.org
The widespread availability of open datasets in cities is transforming the way urban energy
systems are planned, simulated, and visualized. In this paper, a cross-scale approach is …

Make yourself comfortable: Nudging urban heat and noise mitigation with smartwatch-based Just-in-time Adaptive Interventions (JITAI)

C Miller, YX Chua, M Quintana, B Lei, F Biljecki… - arxiv preprint arxiv …, 2025 - arxiv.org
Humans can play a more active role in improving their comfort in the built environment if
given the right information at the right place and time. This paper outlines the use of Just-in …

Data science skills for the built environment: Lessons learned from a massive open online Python course for construction, architecture, and engineering

C Miller, C Tan - E3S Web of Conferences, 2024 - e3s-conferences.org
It's not just the models, techniques, or technologies that improve building performance; the
digital skills of built environment professionals also play a significant part. The deluge of …

[PDF][PDF] People in Cities: Combining subjective occupant feedback with urban-scale data to support indoor and outdoor thermal comfort

M Mosteiro-Romero, Y Park… - The 5th Asia Conference …, 2024 - publications.ibpsa.org
The increasing availability of urban-scale, open-access datasets can support
decisionmaking in urban planning, in particular in relation to climate resilience and climate …

Le «jumeau numérique environnemental» à l'échelle du territoire, les données au cœur des cas d'usage

F Josse, S Riss - SHS Web of Conferences, 2024 - shs-conferences.org
Le jumeau numérique constitue une avancée majeure dans la gestion et la modélisation
des territoires. Cet article présente une méthodologie incrémentale et itérative pour la …

Converging Smartwatch and Urban Datasets for Sustainable City Planning

M Romero, Y Park, C Miller - 2024 - repository.tudelft.nl
The widespread availability of open datasets in cities is transforming the way urban energy
systems are planned, simulated, and visualized. In this paper, a cross-scale approach is …