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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TRAVELNA / Hospitality for solo travelers

TRAVELNA is an innovative architectural design concept merging the subscription model of services like Netflix with Airbnb’s global accommodation network, tailored for solo travelers frequently moving across major cities worldwide. Subscribers gain access to a curated selection of high-quality apartments—ranging from studios to three-bedroom units—aligned with their chosen subscription tier. To ensure exclusivity and availability, … Read more

MakerHub – Material Impact Analysis

Abstract This project evaluates the carbon footprint of concrete core units in modular high-rise construction, using CO₂ emissions as the primary indicator. The goal is to assess the potential environmental impact and determine if the proposed building aligns with environmental policies. Lifecycle stages analyzed include raw material extraction, material processing, transportation, assembly, and end-of-life, with … Read more

NeoCapsules: modular living design

NeoCapsules Residence: A Vision for Modern Family Living NeoCapsules, an innovative residential complex inspired by the Nakagin Tower concept, offers a dynamic and adaptable living environment that seamlessly integrates sustainability with an urban lifestyle. This innovative approach fosters growth, flexibility, and community interaction, making it more than just a building, it’s a vibrant ecosystem for … Read more

SYSTEM ON A CHIP

DATA CENTER: A BOTTOM-UP APPROACH WITH MODULAR AGGREGATION Data creation is exploding. With all the selfies and useless files people refuse to delete on the cloud, by the year 2025, there will be 200+ zettabytes of data in cloud storage. This explosion of data triggers the industry to streamline data management, security and storage, raising … Read more

The Perch – A Generative Building Typology

Introduction In our studio project, we use a combined bottom up and top down approach to develop a mixed use building; designed to integrate multiple functions, including residential, recreational, and commercial, within a single structure. Our goal is to feature a flexible layout, using modular construction techniques and clear circulation patterns, with well-designed junctions. Programmatic … Read more

MakerHub – A Discrete Aggregation Recipe for Creative Industry Spaces

Strategy // Bottom-up Industrial High-rise 4. Adaptability to Change evolving needs or technological advancements, and allows for easy upgrading or replacement of capsules 3. Prefabrication & Mass Production Prefabrication and standardization. 2. Central Core Structure The capsules are connected to a central core  the building can grow or contract in response to societal changes 1. Modular … Read more

Evolving Nakagin Tower: parametric structural model

Concept Our project reimagines the modular design of the Nakagin Capsule Tower for modern sustainable architecture. We’ve created a parametric adaptable building system featuring: This design allows for easy customization and future updates, extending the building’s lifespan while minimizing environmental impact. Our approach combines the visionary ideas of Metabolist architecture with contemporary sustainable building practices. … Read more

Innovative Urban Planning in Singapore: The Urban Playground Project

In the rapidly urbanizing landscape of Singapore, the demand for innovative urban planning solutions is paramount to accommodating the growing population while preserving the city-state’s unique cultural and environmental heritage. This project proposes an exploration of a playful design methodology to devise novel urban block typologies tailored to Singapore’s specific needs and constraints. This research … Read more

Urban Wind Flow Modeling with PINNs

Overview PaperLink WIP – This study specifically explores Physics-Informed Neural Networks (PINNs) and Computational Fluid Dynamics (CFD) to analyze pedestrian wind comfort. It aims to integrate these neural network models into a web application using Three.js and other tools. By utilizing data from OpenWeatherMap, and OpenStreetMap, the project aims to support real-time simulations and visualizations … Read more

Skin Sense

Skin Sense is a project that aims to help users optimize the thermal comfort of their interior spaces by applying skin shaders. Why implement this? What can skin sense help the user with? Once the designer designs the skin for the building facade it has to be analyzed for indoor comfort. To analyze indoor comfort … Read more

3D-SOLIDS: COMPONENTS CLASSIFICATION

3d Component Classification tool

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

MY PARKS : Predicting Miami City’s Parks Scores based on Amenities and Businesses

Miami Parks Prediction GraphML Project

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

ISO-COMFORT: A Generative AI Approach for Comfort in Sustainable Style

Blending Isometric Models with AI-Driven Design

GENERATIVE AI Abstract In today’s evolving architectural landscape, the convergence of technology and design offers unprecedented opportunities to enhance human well-being and promote sustainability. At the forefront of this innovation is ISO-COMFORT, a pioneering project that leverages Generative AI to create isometric models emphasizing thermal comfort and sustainable design. This blog post explores the development … Read more

Leibniz Reimagined A Journey Through Time and Thought.

Gottfried Wilhelm Leibniz

Bridging 17th Century Philosophy with Today’s AI and Technology. About Gottfried Wilhelm Leibniz was a German polymath active as a mathematician, philosopher, scientist and diplomat who invented calculus in addition to many other branches of mathematics and statistics. Wikipedia Born: July 1, 1646, Leipzig, Germany Died: November 14, 1716 (age 70 years), Hanover, Germany Influenced by: René Descartes, Baruch Spinoza, Aristotle, Plato · See more Influenced: Immanuel Kant, Georg … Read more

Mars Ant Colony

Concept Our approach for the project was focused on the spiritual aspect of life on mars. We wanted to explore what does spirituality mean beyond survival for the individual, the group, the collective and beyond..? We started by the site selection. By positioning our project on a relatively flat portion of the designated construction region, … Read more

Martian Aggreculture

The Martian Aggreculture project envisions a food production facility for the first colony on Mars. Our combinatorial modelling approach is data driven – flowing from the demands of the program and the realities of building on Mars into our aggregated architecture to provide a decentralized and resilient food production facility. Colonization at the Aggreculture site … Read more

Ant Hill Colony – Collaborative Workflow

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

Cosmos Cultivated

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

Integrative Ant Hill Colony

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

EleMental Mars

Embracing community living and relaxation as essential components to overcome the challenges of life on the Red Planet. In the prospective colonization of Mars, Meditation and Wellbeing were identified as key elements to endure life far from Earth. During the research, the concept of the Japanese Pagoda, a vertical structure that encompasses the five elements … Read more

Urban Impact Analyzer

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

Wildlife Museum – an Architectural Cocoon

Spanning across an expansive natural sanctuary in Pozzuoli, Italy, the site for our study was equally challenging and interesting. The valley-like topography was crowned by a lake in the middle. The programme of imagining a wildlife museum at this site prompted us to think outside the box, to incur minimum impact on the site while … Read more

Timber Lattice System – A Tale of Cairo’s Rooftops

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

Timber Showroom in Trento, IT

Timber Showroom in Trento The Project investigates generative design approaches for optimizing timber construction Systems on both The Support’s level (Tree structure that distributes puncture forces and achieves wider spans) and the Slab’s level (generative Timber Slab reinforcement that follows the Principle Moment Lines generated from FE simulations on pre-given Supports). The objective of the … Read more