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.

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Atmosphere and Lighting

An exploratory design process of spaces into atmospheric and phenomenological experiences through lighting design. The primary objectives of this project are to develop a robust generative AI workflow that can seamlessly integrate into the architectural design process, enhancing the atmospheric and phenomenological qualities of spaces through lighting design. This workflow aims to provide users with … Read more

Machine Perception and Imagination: The Intersection of AI and Creativity

Introduction In 1950, Alan Turing posed a fundamental question, “Can machines think?”. Our exploration aims to extend this quest by considering additional questions: can machines develop the higher-order thinking described, as described in Bloom’s taxonomy? Can they create, dream, or imagine? To understand imagination and machine creation, we first examine perception, i.e., the processes of … Read more

Metro Station Prediction in Stockholm

This post describes the development of a method to predict metro station locations using Graph Neural Networks (GNNs). Our journey began with a challenge familiar to urban planners: how to strategically place new metro stations to optimize transportation networks. In this case the city of Stockholm was used as testbed. The Challenge of Data Imbalance: … Read more

100-Year Flood Risk Road Intersection Classification

Flood Risk Classification

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

Blind Faith in A.I.

Setting the Scene In today’s digital landscape, our interactions are increasingly mediated by technology itself rather than as a medium for human communication. This shift creates an illusion of connectivity while fostering isolation, often trapping us in algorithm-driven echo chambers that reinforce our beliefs. Artificial intelligence now guides our lives, listening, learning, and providing information … Read more

Planetary Intelligence Manifesto

AI in the Anthropocene The architectural profession is currently at a critical juncture, faced with the dual challenges of advancing artificial intelligence (AI) and the escalating climate crisis. Many architects harbour fears of obsolescence as AI’s capabilities expand, potentially automating tasks that traditionally require human expertise. This concern is not unfounded, as AI-driven tools increasingly … Read more

Merging with the nature

Concept For the final exercise in complex forming we were asked to developed a museum for wildlife by using one of the concepts introduced during the 1st term. We choose to work with VOXELISATON. Methodological Approach to Design and Form-Finding Our project commenced with a systematic approach, encompassing several critical stages: Pseudo Code – Structural … Read more

Red Horizon Resources

The brief for the BIM & Smart Construction studio module tasked us with developing an outpost on Mars whilst collaborating with the wider cohort to eventually develop a colony. We were given a number of potential directives to choose from, of which we chose to look at mining and accommodation. One of the first tasks … Read more

SolarAlign

Embarking on a journey through the dynamic realm of computational design, we’ve delved into the exciting world of interactive web application development. Along the way, we’ve not only grasped the tools and processes but also unraveled the core concepts driving innovation in this space. From harnessing the power of data and geometry on the web … Read more

Subterranean Eden: Martian Harvest Halls

“An innovative way for agriculture on Mars, pushing boundaries of space exploration ensuring future interplanetary habitation.” Mars—the Red Planet—is getting closer. According to the experts, human settlements on Mars might be visible in ten years, allowing for more space exploration. Keeping that in mind, this semester’s goal is to create a 300-person Mars colony. The … Read more

MarSensate: Collaborative Workflows

Introduction Marsensate is a project based on our Studio course where we explore designing on Mars in order to habit a Marsian colony. The primary goal of our colony was based around Sprituality, to provide a more human environment that appeal to everyone, regardless of their beliefs, genders, preferences, and we focused on the aspect … Read more

The Martian Mining Matrix – Collaborative Design for Automated Mining Structures

In addition to the design task set out as part of this semesters studio brief, we were tasked with a pioneering project: to develop innovative workflows facilitating collaboration across various software platforms. We started this process by producing a collaborative workflow diagram of our expected tasks and distribution of work across perceived disciplines. This can … Read more