InFormed.
Manual floorplan generation for high-rise residential buildings is labor-intensive and often overlooks key environmental parameters, limiting the ability to quickly assess performance-based design alternatives.
The MAA is a visionary master program with an innovative and open structure, mixing diverse disciplines, shaping professionals capable of producing theoretical & practical solutions towards responsive cities, architecture & technology.
Wildlife Integrating Landscape Design Artificial Intelligence – WILD.AI — Term_II
Context How? Where? Workflow Outputs
DESIGN FLEX- PHASE- II
Abstract Parametric design tools like Grasshopper empower architects to create adaptive and efficient spatial layouts, but their complexity presents a barrier for non-experts. This research proposes a community-driven design tool that leverages Graph Neural Networks (GNNs) and Large Language Models (LLMs) to learn from expert-authored Grasshopper scripts, enabling prompt-based parametric layout design. By encoding design … Read more
DECODING URBAN MOBILITY
ABSTRACT; Decoding Urban Mobility: This project evaluates the impact of AI-driven traffic management versus conventional fixed-timing methods on urban congestion. It analyzes real-time and historical data—including traffic patterns, weather, demographics, and incident reports—from cities like London, Barcelona, and Los Angeles and compares machine learning models (e.g., LSTM, GRU, XGBoost) with traditional techniques. The study identifies … Read more
Towards Energy Justice in Informal settlements
A Methodological Approach to Urban Growth and Hybrid Energy Systems in the Global South Why Global South ? Urbanization in the Global South is a defining trend of the 21st century, with over 90% of urban growth expected to occur in low- and middle-income countries by 2050. This rapid expansion has led to a surge … Read more
TERRANOVA: Organic Waste to Ecological Wealth
Located in the quiet community of Sant Adria De Besos lies the Besos Power Station. This waste to energy power plant is responsible for providing power to over 10 municipalities of Spain and takes care of nearly half of the waste that comes into Barcelona. While this factory proves to be highly effective, several negative … Read more
BACK TO ZERO
NARRATIVE Back to Zero is a regenerative concept that targets oil refineries and other aging infrastructures that pollute our world. The narrative is inspired from the “skin in the game” concept, and calculates lifetime co2 emissions for high emitting “hosts”, which then becomes a target for that same “host” to sequester through the carbon sequestration … Read more
FLOOD RESILIENCE TOOLBOX
FLOOD RESILIENCE TOOLBOX FOR ADAPTIVE URBAN DESIGN IN COASTAL CITIES Flooding is the most frequent natural disaster worldwide. By the report from The OECD (Organization for Economic Co-operation and Development), floods cause more than 38 billion euro in damages worldwide per year. Due to climate change, floods are becoming more extreme and frequent. Coastal areas … Read more
Intervening Carbon
Carbon Based Design | Designing Circularity in the Built Environment SITE EXISITING WAREHOUSE POINT CLOUD MODEL Material Flow Analysis PROPOSAL
Tetuan Tranquility
FOR INSPIRATION Pseudo Code Forming the plane and base surface for Pavilion Grasshopper Code Iterations
Urban Insights: Leveraging Open Data for Smart Property Rate Predictions
1.0 Concept In the evolving landscape of urban development, property rates are influenced by numerous factors, including geographical, socio-economic, and infrastructural elements. Our project, “Urban Insights: Leveraging Open Data for Smart Property Rate Predictions,” aims to create an intelligent, data-driven model to forecast property rates. This model utilizes features such as wards, property types, and … Read more
