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
Literary Landscapes &AI-Driven Urban Design
A speculative approach to Design through data, literature, and participatory AI in Sant Antoni Our urban issue: The Lack of Narrative-Driven Urban Design in a Data-Driven City Contemporary urban design increasingly relies on AI and big data, often sidelining human stories, cultural narratives, and historical context in shaping urban spaces. While data-driven design optimizes efficiency, … Read more
From Digital to Cognitive: Redefining Cities with Intelligent Twins with Karla Saldana
Abstract Digital twins are transforming architecture, urban planning, and infrastructure management by creating intelligent, data-driven replicas of physical assets. These virtual models integrate real-time sensor data, predictive analytics, and AI to optimize performance, streamline decision-making, and enhance sustainability. In this podcast, we explore the evolution of digital twins with guest Karla Saldano, an expert in … Read more
[OPEN] City | Poblenou
El Poblenou is a neighborhood in Barcelona which is experiencing several degrees of transformation leading to urban niches unconsidered. Open City Poblenou envisions public spaces that respond to urban flux, creating environments that encourage interaction and a sense of belonging through co-designed, adaptive interventions by leveraging data-driven strategies and participatory design. INDEX 00_IntroductionExplanation of Poblenou’s … 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
Green Liminals: Feasibility Study for AI-Driven Budget Optimization for Urban Sustainable Solutions
Abstract The project explores innovative ways to address Barcelona’s sustainability challenges, such as carbon emissions, air pollution, and energy inefficiency. By leveraging AI, IoT sensors, and Nature-Based Solutions (NBS), the project aims to optimize municipal budgets for interventions that transform underutilized urban spaces into productive assets. The study highlights solutions like urban farming, greenery, and … Read more
EcoNodes
Introduction: Transforming Urban Junctions for a Sustainable Future Urbanization has drastically increased impervious surfaces in cities, leading to environmental challenges such as urban heat islands, stormwater runoff, and reduced access to green spaces. Junctions and intersections, often overlooked, are some of the most impervious and environmentally stressed areas in urban landscapes. This project aims to … Read more
STRUCTURAL ANALYSIS | MORPHO RESIDENCES
ARCHITECTURAL CONCEPT DECOMPOSITION | TOP DOWN APPROACH FUNCTIONS We have followed a top down approach for the creation of an algorithm that creates buildings that adapt to different climates and serve mostly to residential use. The algorithm starts dividing the plot into subplots using an optimized Voronoi segmentation, which are then arrayed and scaled in … Read more
Flows 4 Santa Coloma
This project envisions a transformative rewilding of the Besòs River in Santa Coloma, integrating human and ecological systems through dynamic, data-driven design. By strategically restoring habitat continuity with green corridors and innovative avian nesting prototypes, it fosters a symbiotic relationship between urban life and nature. Leveraging 3D clay-printed nests inspired by natural forms and utilizing … Read more
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
C.O.M.F.O.R.T
City-Oriented Modeling for Observational Radiative Thermal comfort CONCEPT The idea behind C.O.M.F.O.R.T is to provide an effective tool for architects and urban planners to design cooler and more sustainable cities, leveraging the power of machine learning and AI technologies. FACTORS OF IMPACT To create COMFORT we had to study the different factors of impact which … Read more
Code – VIZ
We embarked on a fascinating journey through the latest advancements in Image Synthesis and Language Models within the Architecture, Engineering, and Construction (AEC) industry. The course highlighted the transformative potential of generative AI, enabling architects, engineers, and designers to push the boundaries of traditional design processes, streamline workflows, and tackle complex challenges in groundbreaking ways. … Read more
LEED MiniConsultant
The whole AEC industry is challenged by the high CO2 footprint caused by the increasing population and construction. Introducing regulations to the construction industry is a solution to reduce CO2 footprint. The workflow behind Leed mini consultant goes as follows: starting with gathering the regulation in a dataset and setting it up, training a rag … Read more
Impact of Urban Vegetation on Road Noise
Project goal For our graph Machine Learning project we chose to work with the city of Copenhagen. Our goal was to predict the Road Noise in the city. Dataset and data preparation From the KOBENHAVNS OPEN DATASET, we obtained a dataset detailing road noise levels across Copenhagen. To fill in the gaps where data was … Read more
