Urban climates and climate change

V Masson, A Lemonsu, J Hidalgo… - Annual Review of …, 2020 - annualreviews.org
Cities are particularly vulnerable to extreme weather episodes, which are expected to
increase with climate change. Cities also influence their own local climate, for example …

Resilient urban forms: A review of literature on streets and street networks

A Sharifi - Building and Environment, 2019 - Elsevier
Cities need to build on their resilience to deal with the combined effects of urbanization,
changing geopolitical contexts, and climate change. The physical form of cities has …

A survey of visual transformers

Y Liu, Y Zhang, Y Wang, F Hou, J Yuan… - … on Neural Networks …, 2023 - ieeexplore.ieee.org
Transformer, an attention-based encoder–decoder model, has already revolutionized the
field of natural language processing (NLP). Inspired by such significant achievements, some …

Impacts of COVID-19 pandemic on user behaviors and environmental benefits of bike sharing: A big-data analysis

WL Shang, J Chen, H Bi, Y Sui, Y Chen, H Yu - Applied Energy, 2021 - Elsevier
The COVID-19 pandemic spreads rapidly around the world, and has given rise to huge
impacts on all aspects of human society. This study utilizes big data techniques to analyze …

Spatial planning of urban communities via deep reinforcement learning

Y Zheng, Y Lin, L Zhao, T Wu, D Jin, Y Li - Nature Computational …, 2023 - nature.com
Effective spatial planning of urban communities plays a critical role in the sustainable
development of cities. Despite the convenience brought by geographic information systems …

[HTML][HTML] The effects of buildings' physical characteristics on urban network centrality

MA Amen - Ain Shams Engineering Journal, 2022 - Elsevier
Urban centrality is critical for comprehending cities' most significant locations.
Conventionally, urbanists analyzed urban centrality by transforming urban spatial networks …

[HTML][HTML] The 15-minute city for all?–Measuring individual and temporal variations in walking accessibility

E Willberg, C Fink, T Toivonen - Journal of transport geography, 2023 - Elsevier
Popular concepts in urban planning, like the 15-minute city, suggest that everyday services
should be accessible to everyone within “walking distance”. However, walking distance is …

Spacenet: A remote sensing dataset and challenge series

A Van Etten, D Lindenbaum, TM Bacastow - arXiv preprint arXiv …, 2018 - arxiv.org
Foundational mapping remains a challenge in many parts of the world, particularly in
dynamic scenarios such as natural disasters when timely updates are critical. Updating …

Online vehicle routing with neural combinatorial optimization and deep reinforcement learning

JQ James, W Yu, J Gu - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Online vehicle routing is an important task of the modern transportation service provider.
Contributed by the ever-increasing real-time demand on the transportation system …

Traffic flow optimization using a quantum annealer

F Neukart, G Compostella, C Seidel, D Von Dollen… - Frontiers in …, 2017 - frontiersin.org
Quantum annealing algorithms belong to the class of metaheuristic tools, applicable for
solving binary optimization problems. Hardware implementations of quantum annealing …