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.
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
Kala Academy Auditorium Refurbishment – Using Genetic Algorithms I PROBLEM STATEMENT I STATE OF THE ART EMPAC The interior was treated with various wall patterns applied to the walls leaving no flat surfaces to increase sound diffusion and decrease reverberation time, This made it rank as one of the most acoustically perfect concert halls in the … Read more
CONCEPT Vastu Shastra is a traditional Indian architectural science that provides a wide range of guidelines for design, layouts and construction of buildings. Vastu Shastra is based on the principles of ancient Indian texts and it aims to create harmonious and balanced living spaces that promote physical, mental and spiritual well being. WORKFLOW DESIGN PROCESS … Read more
There are different types of loneliness and different causes for each type. The social media induced loneliness as described by Sherry Turkle in her book Alone Together: Why We Expect More from Technology and Less from Each Other (2012) is different from the loneliness of feeling alone in a crowd in a very large city … Read more
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
The experiment parts from a self organizing model that iterates based in the incident sun hours, to later be evaluated in 2 methods: DCGAN’s and PIX2PIX. Problem Statement: The objective is to utilize urban farming strategically in central Budapest to enhance the affordability of student life. The key questions revolve around the potential yield, geometric … Read more
RESEARCH QUESTION Custom facade design has high costs,currently these designs are reserved to high end residential design. What if AI could give a valid variety of proposals for balconies customized arrangements that take into account microclimate and privacy of the outdoor space? METHODOLOGY DESIGN PROCESS PIX TO PIX GAN Allows to explore several options It is quicker … Read more
Problem Statement Mexico City is a rapidly growing urban area, but not all neighborhoods and areas have seen equal levels of development. Some areas may be in need of revitalization, but it can be challenging to identify which section of the city is in need of investment and redevelopment. The data available need cleaning and … Read more
From WFC to Graph ML WFC is an algorithm by Maxim Gumin using tile-based stochastic (random) aggregation. One of the most well known uses of WFC is the game Townscraper by Oskar Stalberg which is an indie town-builder game with 320k downloads. Lectures from Oskar Stalberg as well as YouTube videos form DV Gen are … Read more
Today we have a challenge to reduce our waste. As we know construction is responsible for one third of all waste that is produced annually. That is why it is important to look into reusing the buildings instead of demolishing. The process of giving new life to existing buildings is called «adaptive reuse For this … Read more
What kind of architecture is the most suitable for AI? The architecture of the Superdutch is already reduced to diagrams and blue foam models allowing for brute force prototyping. Ten ideas are created everyday per person on teams of ten people in firms like OMA, JDS, and BIG etc. That’s a hundred ideas per day … Read more
I PROCESS I PROBLEM STATEMENT The model will consider factors such as building orientation, facade modifications, and roof area expansion and tilt, ensuring optimal solar panel placement and alignment to maximize energy generation. By developing this AI generative model, we aim to overcome the limitations posed by Seattle’s climate, accelerate the adoption of solar energy, … Read more
We decided to study how machine learning can help us to stack stones and build corbel arches. Corbel arches are a type of arch structure in which the arch is formed by successively projecting stones or bricks from each side until they meet at the center. The arch relies on the structural integrity of the … Read more
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
Meanders on the Lower Mississippi River In the battle between architecture and nature, nature tends to win. Therefore, it is important that we understand how rivers move over time so that we can know the best and the worst places to build. Our project studies the Lower Mississippi River from Cairo, Illinois to New Orleans, … Read more
ABSTRACT Mashraraya is an essential element of Islamic architecture, and its significance surpasses the aesthetics and symbolism. It serves as more than just a decorative feature, protecting the interior spaces from harsh weather by providing shading and encouraging natural ventilation. It also offers privacy and can be used as a structural element. The project’s objective … Read more
PROBLEM Maximizing energy efficiency and comfort in buildings with strategically designed and placed sun shades for optimal solar heat reduction is becoming crucial in cities especially in arid zones. This raises an important question how can we use new technologies in achieving such goals. ML MODEL SELECTION in 2017 a very interesting model using Image-to-Image … Read more
Consciousness Information Shift, Through an AI Chain This concept of sequences explores the intersection of consciousness, artificial intelligence, and the transformation and communication of artistic expressions. Drawing inspiration from the children’s game “broken telephone,” this investigation involves a sequence of artificial intelligence algorithms attempting to interpret and translate various forms of artistic media, thereby assessing … Read more
Challenge to solve The potential for a building to adapt to various uses is primarily determined during the initial stages of the design process. This feature is rarely considered by architects yet has a significant impact of a building’s sustainability. The intention is to provide an early-stage tool that architects can use to test adaptability … Read more
A short movie on AI workforce and its labor rights. Consciousness is a very human related state which subtly implies being aware of existing. From futurism movement at the beginning of last century we have been imagining our lives with the extraordinary powers of machines. We thought how our lives would be easier with technology … Read more
This sample was produced using Grasshopper, Rhino compute and visual studio (vue.js and css) Concept: The UI is display for analysis of incident radiation quantifying potential for energy production through photovoltaic panels, testing different locations and using a solar vector as attraction point to move the panels along the sun trajectory to optimize the positioning. … Read more
Description Fincube is an app prototype that aims to analyse the facade fins or louvers as a means of sun-shading protection. The app analyses solar radiation on a cube’s four vertical faces, which represent the four facade orientations of a building. Fincube allows users to adjust the cube orientation, location, and louver design to assess … Read more
Foot.print(finder) is an accessible webtool for life cycle assessment of facades materials. . . Five different materials to test: . . . . Calculations behind the tool: The data used in the analysis comes from Bombyx, an experimental tool designed by the ETH and based on the Switzerland database. Link: Bombyx-ETH/Bombyx2: Parametric tool for calculating … Read more
