Credits: Wild AI by Raul Alexandre Bertagnoli Winkelmann, MAA02 2024-25

Intro Description & Structure

Urban landscapes are particularly vulnerable as well as relevant spaces where we can observe, assess, mitigate and adapt to major challenges that our cities are facing, such as climate change effects, biodiversity loss, urban sprawl and rapid socio-economic shifts. The digital transition is providing promising technologies to support planners, professionals, academics and decision makers in understanding the context, simulating scenarios, proposing and testing solutions.

Artificial intelligence and machine learning are powerful tools to achieve the aim of assessing, designing and monitoring open spaces that are ecologically sound, socially attractive and functionally efficient. The urbanism of the past decades often underestimated the role open spaces can play in the regulation and adaptation of urban landscapes, thus putting them at stake of merely speculative investments or neglect. Nowadays several researches and international policies and frameworks (like the EU Green Deal and the Nature-positive Cities initiative by the World Economic Forum) are reorienting urban planning towards more environmentally sensitive and people-centred patterns.

With the help of data-driven and AI-aided approaches we will identify effective workflows to better understand urban landscape amid the uncertainties of climate emergency, vulnerable and marginalised communities, changing cultural and economic conditions. Moreover we will develop tools and methodologies to outline predictive scenarios, design guidelines and adaptive strategies.

Modular construction, circular economy, urban ecology and digital fabrication are among the leading topics that will inspire the thesis path of the students leveraging from the expertise of the professionals involved.


Syllabus


Faculty


Projects from this course

Breathing Shade

Breathing Shade explores a lightweight, modular inflatable canopy for reducing heat exposure in urban public spaces. The system uses triangular two-chamber modules with a transparent outer envelope and an opaque inner chamber. As the inner chamber inflates, it increases shade, expands the module, and reduces gaps between neighbouring units, allowing opacity and porosity to change … Read more

Urban Dustprints

Urban Dustprints investigates how spontaneous vegetation reveals hidden ecological conditions within urban voids. Through field observation in La Verneda i La Pau (Barcelona), the research identifies recurring relationships between plant communities, moisture, shade, disturbance, and substrate conditions. These observations are translated into environmental filters, species profiles, and patch-based spatial rules. A computational workflow is developed … Read more

Between Ritual and River

Ecological Renewal of Ghats Website Link: https://aria-final.vercel.app/ Statement “While industrial and sewage pollution receive significant attention in river conservation efforts. Ritual pollution stemming from religious and cultural practices remains largely unaddressed due to its sensitive nature. But it contributes substantially to river degradation and requires culturally respectful solutions.” Sacred Sites Across every continent and culture, rivers … Read more

Circular Coastlines

This project frames coastal landscapes as systems for circular regeneration, transforming local waste streams into functional ecological infrastructure. Through layered wetland and dune strategies, it explores how material reuse can enhance sediment stability, water quality, and biodiversity while addressing erosion as part of a broader global pattern of coastal and deltaic vulnerability under climate change.

Between Ritual and River

Ecological Renewal of Ghats Statement “While industrial and sewage pollution receive significant attention in river conservation efforts. Ritual pollution stemming from religious and cultural practices remains largely unaddressed due to its sensitive nature. But it contributes substantially to river degradation and requires culturally respectful solutions.” Sacred Sites Across every continent and culture, rivers have never … Read more