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.
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
Translating Point Clouds into BIM Geometry For the first settlers on Mars, we have envisioned a colony of Aqua-Miners with the primary task of harvesting water as a resource from the ice beneath Mars’ surface, storing it and recycling it for sustainable use. Our approach to this problem has been exceptionally data-driven. Our idea is … Read more
Evaluate is an App that helps Investors and Planers to position their building on an uploaded Terrain, and visualize its Setbacks and Feasibility in terms of cost and total floor area. By automating this simple process, one can evaluate any building Plot simply by having its terrain, instantly and without bothering with checking specific Area … Read more
This research aims to explore the application of timber lattice systems on roofs in Cairo, Egypt. Before delving into the project itself, a thorough review of relevant references was essential for a better understanding of the system. The building analyzed was the Sunny Hills Cake Shop, designed by Kengo Kuma and Associates. Characterized by a … Read more
Understanding the Site General Climatic condition in india Kochi_India Kochi is located in the southern state of Kerala. It is one of the important ports of the country. The city is a collection of islands connected through inland waterways. Kochi being a coastal town, has a mixed landscape varying from highlands to coasts The general … Read more
Sustainability and collective intelligence Manifesto diagram illustrating the participatory processes of the city inhabitants, created by the group Each section of this manifesto can be perceived independently. Choose the reading order and create your own narrative. The personalized narratives reflect the methodology to address the complexity of collaborative urban design processes at a macro level. … Read more
Group 09 – Open source architecture – By Yichen Lu , Hande Karata? , Naveen Kumar , Manolya Nielsen How can we promote the utilisation of the environment for the community, in an open-source manner, to advance sustainable design? In order to dwell into our research question, we must first define what it is that … Read more
Objective of the manifesto In an age defined by climate change, this manifesto strives to motivate designers by evoking their consciousness, to design the building envelopes not just for indoor comfort and aesthetics, but also ensuring the creation of outdoor thermal havens as these envelopes comprise approximately 70 % of the urban outdoor environment. Hence … Read more
Abstract This study delves into the innovative fusion of graph theory with architectural design and planning, facilitated by a structured BIM to Graph workflow. By conceptualizing architectural elements as nodes and their interconnections as edges within a graph, architects gain an adaptable and multifunctional tool for representation, analysis, and strategic planning. The graph’s inherent scalability … Read more
Intro Russian full-scale invasion of Ukraine, which started on 24.02.2022, is the biggest war in Europe since WWII. It took the lives of dozens of thousands of Ukrainians a brought massive destruction [1] and ecological catastrophes. Some cities are completely erased. A massive piece of land is still occupied. This war and its consequences are … Read more
