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# AI in Urbanism II

Urban Insights: Leveraging Open Data for Smart Property Rate Predictions

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MAA 2023-2024

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

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MaCAD 2023-2024

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

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MaCAD 2023-2024

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

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MAA 2023-2024

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

Real-time Daylighting Performance for Adaptive Reuse Planning

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MaCAD 2023-2024

This project aimed to develop a daylight predictor to facilitate and generate well-informed adaptive reuse projects, with a specific focus on providing sustainable design solutions for low-income housing. Los Angeles (LA) was selected as a case study due to its proactive open data initiatives and commitment to adaptive reuse. This proposal provides a snapshot of … Read more

Initiating the Process for a Carless City

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MaCT-01 2023-2024

The idea of a ‘car-free’ city is not as easy as just banning cars but about reducing car reliance. The private car has undeniably revolutionized mobility in the 21st century. It has offered convenience, job creation and an increased freedom of movement. While a world without cars might seem unimaginable, cities globally are strategically transitioning … Read more

Ecologia Urbana en el área periurbana de São Paulo: Implantación de un Corredor Verde para Vincular el Crecimiento Urbano con la Naturaleza

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MaUP 2023-2024

Con más de la mitad de la población brasileña viviendo en áreas urbanas, la necesidad de integrar la naturaleza en la vida cotidiana se vuelve crucial. La urbanización desordenada alrededor de ríos y manantiales, como ocurre en la Represa Guarapiranga en São Paulo, compromete la cobertura vegetal, causando polución y amenazando la oferta de servicios … Read more

Balloon Carnival

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MRAC-01 2023-2024

Create a personalized robot game where users can freely choose how they interact and the game mode. Methodology Workflow A path towards robotic gaming Game Rules How this game works 01 Training Mode Similar to the single-player mode, in this mode you can train your skills so that you can perform better in the next … Read more

Genius Loci

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MaCAD 2023-2024

View some of the collected data here: Street Types and Property Information Genius Loci was inspired by the work the of Sarah Williams in her book ‘Data action – Using data for public good’. In today’s data-driven world, the use of data has become increasingly pervasive, shaping various aspects of our lives from policymaking to … Read more

Tessellation Urbanism

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MaCT-01 2023-2024

In the realm of urban theory, navigating through dense academic papers and theoretical frameworks can often feel like traversing uncharted territory. The intricacies of language and abstract concepts can obscure the underlying essence, leaving many grappling for clarity. However, in the age of artificial intelligence, I have embarked on a groundbreaking journey to decode the … Read more

Machine Learning in Architectural Practice and BIM

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MaCAD 2023-2024

We’ve witnessed a fascinating shift from conventional to computational approaches, responsive designs, and the era of automation. Machine Learning, a term buzzing everywhere these days, has made its mark in our industry as well. In architecture, ML, a subset of artificial intelligence, utilizes data to tackle challenges in computer-aided design by simulating various design alternatives … Read more

GreenScape – Milan

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MaCT-01 2023-2024

Introduction Known for its fashion, history, and culture, Milan also faces a pressing environmental issue: it stands as one of the most polluted cities in the World. The challenge of mitigating air pollution in Milan is complex, as it is shaped by a mix of geographical, meteorological, socio-economic, and cultural factors. From the city’s dense … Read more

Defining Biocities (Stefano Boeri)

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MAEBB 2022-2023

In the process of creating this blog post dedicated to defining a Biocity, I played a crucial role in conducting comprehensive research and contributing to the compilation of a specialized dictionary. As part of a collaborative effort involving students from the Institute for Advanced Architecture of Catalonia (IAAC), and under the guidance of mentors Honorata … Read more

ShadeHaven_NOVA

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MAA-01 2023-2024

ShadeHaven_NOVA, an architectural marvel, stands as a pavilion designed with the noble intention of inspiring individuals to leisurely sit and immerse themselves in the awe-inspiring presence of the Barcelona Cathedral and the rich cultural tapestry enveloping its surroundings. Nestled within the historical expanse of Plaça Nova, at the core of Barcelona’s Gothic quarter, this visionary … Read more

FireFly

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MaCAD 2022-2023

Harnessing the power of drone-based photogrammetry and artificial intelligence to create a low-cost urban wildfire diagnostic tool. In recent years, the global community has witnessed a significant upsurge in the frequency and intensity of wildfires. Driven by a combination of climate change, urban expansion, and land-use practices, these fires have not only devastated vast natural … Read more