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.
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
Bike route classification using Graph Machine Learning The goal of the project was to develop a graph machine learning model that would predict existence of bike routes in Singapore based on collected geodata. Because the bike routes were represented by graph edges, that was also our classification type. Data Exploration & Research Topic We choose … Read more
Block Classification This project aims to classify urban blocks in Barcelona, focusing on the districts of Saint Martí and Eixample, based on their dominant functions. By identifying the primary uses of these urban blocks, we can gain insights into the spatial organization and functional distribution within the research area. Saint Martí and Eixample, two vibrant … Read more
Who Why: For the Amenities, we selected the following due to its overall correlation with residential real estate and we anticipate that it will give a good indication of how the properties would be priced. By creating bounding boxes around the amenities, with a radius of 1km, we ensure that as much of the graph … Read more
Abstract 3D-SOLIDS Component Classification tool utilizes machine learning to optimize the placement of essential 3D components such as walls, doors, windows, floors, and railings in residential floor plans. By analyzing spatial features and architectural attributes, it automates and enhances the design process, ensuring accuracy, consistency, and compliance with building standards. This tool aids architects and … Read more
Rethinking Urban Spaces Parks and green areas are critical in cities as they provide spaces for people to meet, interact, and find a social life. They contribute significantly to the mental and physical well-being of residents, offering a natural respite from the urban hustle. Project Summary: According to google reviews, the most important factor for … Read more
Beginnings Our project’s concept is to develop a classification model that identifies street intersections (graph nodes) in Stockholm, Sweden, susceptible to flooding during a 100-year flood event. Based on our initial research, we found that graph machine learning operates at three levels: the graph, its edges, and its nodes. With access to a 100-year flood … Read more
Project Concept Establishing a Martian food colony around a Mohole, designed based on growth morphology of alfalfa for efficient organization and development using L-systems. These terminologies are further explained below. Moholes Moholes on Mars are massive cylindrical excavations in the regolith, reaching up to 1 km in diameter and 7 km in depth. With temperatures … Read more
Our collaborative workflow started through identifying our site location on the federate model which at the beginning, to align with our supporting program “Spiritual,” we chose our site at the top of the hill, where we can explore both elevation and subtractive models. Here is our early collaborative process workplan where we envision that our … Read more
Building Agricultural Abundance on Mars The Mars underground sanctuary residential complex envelops vertical farming beneath its protective skin and 3D-printed wall system, where sunlight delicately filters through, embracing the celestial surroundings and meticulously crafting a breathtaking habitat on the Martian surface. 01_design concept & reference The initial endeavor aimed to pioneer the voxel settlement concept, … Read more
Our group project is Ant Hill Colony on Mars, which has both above/below ground elements and underground heart, tunnels and pods. The project concept derived from “learning from ant colony,” therefore, the geometry shapes were more organic and natural. Originally, we recreated this by starting with LiDAR technology to identify the soil characteristics, then applying … Read more
In the world of home improvement, painting is a powerful way to transform any space. Yet, the journey from envisioning to executing a painting project can be filled with uncertainty—from choosing the right colors to calculating costs and materials needed. This is where VirtuPaint comes into play, simplifying the planning process with precision and creativity. … Read more
Crafting Tranquil Spaces with Acoustic Walls Within this digital realm of sound innovation, The app ” Soundscape ” provides users to craft tranquil spaces, leveraging the pivotal role of acoustic walls as the architects of tranquility. In spaces like home piano rooms, users can tailor every aspect of the acoustic landscape to create harmonious and … Read more
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
Initial Sketch Idea To develop an interface which allows users to visualize the co-relation of green spaces within the buffer zones of building design. The distance of the building from the boundaries will determine how high the built plot will be and it will suggest the number of floors and wall height dynamically on the … Read more
In the dynamic landscape of urbanization, migration towards cities is an undeniable trend. With this migration comes a myriad of challenges, notably the exponential rise in land costs and the often haphazard nature of urban development. As cities expand, there’s a pressing need for thoughtful and strategic construction that not only addresses the demands of … Read more
