The UKRI Trustworthy Autonomous Systems Programme is the UK’s flagship multi-disciplinary research programme that looks to address the challenge of developing best practices for the design, operation, and governance of trusted and trustworthy autonomous systems for the benefit of society. One of its goals is to establish international collaborations that… read more
Making the most out of sparse data: the case of travel demand calibration
Urban traffic simulators are used by cities worldwide to inform their transportation planning and operations. We discuss the main challenges in the calibration of inputs for stochastic microscopic urban traffic simulators. In particular, we focus on the calibration of travel demand or origin-destination matrices (ODs). The problem is underdetermined, we… read more
Making the most out of sparse data: the case of travel demand calibration
Urban traffic simulators are used by cities worldwide to inform their transportation planning and operations. We discuss the main challenges in the calibration of inputs for stochastic microscopic urban traffic simulators. In particular, we focus on the calibration of travel demand or origin-destination matrices (ODs). The problem is underdetermined, we… read more
Active Fire Incident Map
This project provides active fire incidents of every major city on an interactive map. The tracker is updated in almost real-time from all over the nation. This live tracker updates with the latest smoke runoff from each fire, keeping you well informed and out of danger, as well as keeps… read more
An Intersectional Take on the Future of Mobility
Urban life has been increasingly grounded in mobilities as technological advances induce faster, cheaper, and more seamless mobility options. However, people’s experiences of such advances are shaped by their race, gender, class, other socially constructed dimensions, and the intersections of these dimensions. Despite the growing popularity of intersectionality lens, quantitative… read more
An Intersectional Take on the Future of Mobility
Urban life has been increasingly grounded in mobilities as technological advances induce faster, cheaper, and more seamless mobility options. However, people’s experiences of such advances are shaped by their race, gender, class, other socially constructed dimensions, and the intersections of these dimensions. Despite the growing popularity of intersectionality lens, quantitative… read more
The Impact of Commercial District’s Vitality on Cognitive Decline: What Computer Vision and Deep Learning Can Find
The decline in commercial districts in Seoul, South Korea, is worsening because of excessive competition among the self-employed, COVID-19, and a decrease in offline consumption. Assessment of this decline is the first step in presenting strategies for the revitalization of commercial districts. This study explored whether cognitive decline can be… read more
The Impact of Commercial District’s Vitality on Cognitive Decline: What Computer Vision and Deep Learning Can Find
The decline in commercial districts in Seoul, South Korea, is worsening because of excessive competition among the self-employed, COVID-19, and a decrease in offline consumption. Assessment of this decline is the first step in presenting strategies for the revitalization of commercial districts. This study explored whether cognitive decline can be… read more
Design & Analytics System based on Urban Artificial Intelligence
Big data and computational algorithms have gradually become integrated with the built environment and within human’s daily lives, leading to a significant rise in Urban Artificial Intelligence (AI) research and applications. As such, the proposed Design & Analytics system will develop digital twins and virtual/augmented reality for multi-scaled simulations and… read more
Convergent, Responsible, and Ethical AI Training Experience (CREATE Roboticists)
CREATE Roboticists will train future roboticists who: (i) understand the ethical implications of service robots and can develop new theories, methods, and techniques to satisfy ethical requirements; (ii) design human-centered ethical service robots that respect human autonomy and ethical values; and (iii) develop robotics policy informed by cutting edge convergent… read more