Becoming a City Scientist: How to Draw Urban Spaces with Data

City Science, a rapidly expanding profession, is the scientific study and engineering of urban systems. It uses advanced technologies, big data, and complex systems physics to tackle challenges such as decarbonization, mobility, and livability. At its core, city science is about data-driven solutions. It employs statistics, modeling, and artificial intelligence to reveal the hidden dynamics of cities, from energy use to human movement. It employs strategies that reduce carbon emissions, enhance efficiency, and foster urban environments that are more sustainable and resilient.

The biggest renovation in the building's 50-year history, the project gives a new lease of life to one of the city's most recognizable landmark towers and revitalizes the historic Transamerica Redwood Park at its base. The practice was appointed by SHVO, the luxury real estate development and investment firm.

Villa Souran was conceived as a response to a commission for designing a retreat on a plot located at the far end of a residential villa complex, adjacent to agricultural lands. The project site, with its distinctive shape, is accessed through a relatively narrow passage that opens up into a wide, expansive area. At the heart of this open space lay a large pool, formerly used for agricultural water storage. Rather than removing this prominent element, it was embraced as the focal and organizing centerpiece of the entire design.

In Jacques Tati's Mon Oncle (1958), architecture itself becomes a character: sliding doors, an automatic fountain, gates that emit mechanical sounds, devices that both enchant and frustrate the inhabitants. The comedy arises precisely from the fact that these seemingly trivial systems silently shape everyday life. More than six decades later, the observation seems prophetic. In contemporary buildings, countless systems work autonomously and discreetly, going unnoticed when they function well. Among them, automatic doors, traditionally seen as secondary elements, are emerging as part of a new "invisible infrastructure": connected, efficient, and intelligent systems that support comfort, sustainability, and operational resilience.