The MaCAD is a unique online programme training a new generation of architects, engineers and designers ready to develop skills into the latest softwares, computational tools, BIM technologies and AI towards innovation for the Architecture, Engineering and Construction (AEC) industry.

GRAPH MACHINE LEARNING TOWARDS ADAPTIVE CITIES: A data-driven approach to sea level rise problematics

Abstract This thesis explores experimental approaches when addressing sea level rise challenges , the impacts of land loss due to sea rise and population growth. It delves into considerations associated with innovative approaches while emphasizing the integration of urban syntax and graph machine learning. Drawing upon case studies and open data, underscoring the importance of … Read more

Superblock BCN

A Multidimensional Study of the Superilla My research starts from observing human behaviour. Often when we face a change in our lives, especially when it wasn’t planned, we feel resistance and it takes time before we accept and embrace it.  As you probably know Barcelona in the last few years lived some changes in its … Read more

WEB GRAPH MACHINE LEARNING

Our project website can be accessed at bit.ly/graphml Introduction Our research focused on hosting a machine learning model on the web that accesses Rhino.Compute. It receives an input of a polyline drawn on a Leaflet.js map by a user to indicate the central corridor spine of a building and returns a graph of that building … Read more

FireFly

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

Wildlife Corridors

Our project focuses on modeling and predicting habitat fragmentation avoidance mechanisms using graphs. We investigate wildlife corridors in Australia, leveraging graph-based approaches to create coherent passages and connect forest areas. By analyzing satellite images, road data, and other metrics, we construct and evaluate graph models that incorporate forest containment, node characteristics, and connectivity. Our goal … Read more

4sight

Insightful Predictions for Your City’s Future. The purpose of Foresight is to leverage the capabilities of machine learning to anticipate the potential effects of novel urban infrastructure on the city’s fabric and the value of city blocks. Foresight aims to serve as a preliminary design tool, with the ability to swiftly process vast amounts of … Read more

Routable

An Urban AI graft project based in Barcelona. In 2022 across both England and Wales the proportion of people that have some form of disability was a staggering 17.8% or nearly 10.4 million people. Our project is focused on urban mobility and aims to create accessibility for current routing applications have limited use for people … Read more

fumbrella

Harvesting water and sunlight Imagine if we could solve both a water and energy crisis using urban installations. Take a funnel to collect water and merge this with an umbrella. What do you get? A fumbrella of course! In this module we created a custom web app using JavaScript and Vue components. This web application … Read more

Mars Medical Center

Introduction For the BIMSC studio project, the class designed a human colony initially capable of accommodating 50 inhabitants, with the potential to expand to 300 inhabitants. Working together, the class settled on the Jezero Crater as the site for the colony and developed a masterplan consisting of thirteen distinct zones. Each group selected one zone … Read more

death != random

Github Link https://github.com/jamesmcbennettIAAC Week 1: Weaving in Hops Our first assignment was to familiarize ourselves with how to prepare Grasshopper files for Hops. I created a weaving definition that could change between Tabby, Twill, and Satin weaving patterns with parameters to increase or decrease the density of the model, the thickness of the thread, the … Read more

Leveraging the Power of Integration: BIM and GIS for Improved Urban Planning

Brief Building Information Modeling (BIM) and Geographic Information System (GIS) have different focuses and interpret 3D models differently. BIM manages detailed building components, project information, cost, and schedule from an architectural and construction point of view, while GIS manages the geographical information of buildings and their components from geographical viewpoints, which helps to manage the … Read more

Peaceful parasites

Historical data Peaceful parasites is based in Belfast, Northern Ireland and addresses the urban scars created by the recent troubles. Deep rooted segregation has generated detrimental urban divides and this project aims to solve this problem. Historically, the troubles started in 1969 and subsides to some degree in 1998 with the ¨good friday agreement¨. 2023 … Read more

MoVA: Museum of Vulnerable Animals

Concept MoVa is a project for a museum located in the crater of Lago Grande in Pozzuoli, near Naples. The museum has the purpose of raising awareness towards the extinction of species. The project’s inspiration came from a new in 2020 when a blue shark was seen in the port of Pozzuoli. This event is … Read more

Twisting into Shape

What do you get if you combine an umbrella with a funnel? A Fumbrella of course! Combining the idea of using an umbrella coupled with a water collecting funnel to create a Fumbrella. This new urban infrastructure is parametric in that it opens and closes according to both solar radiation and rainfall. It is well … Read more

Light and the Nordic city

Around 60°N latitude, where several Nordic capitals—including Oslo, Stockholm, and Helsinki—are located, daylight plays a special role in the daily lives of their inhabitants. There is a large seasonal variation in daylight from  long summer days up to 19 hours of daylight to long dark winters with less than 6 hours. The opposite occurs in … Read more