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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A.I. Morphogenesis

Toward Net-Positive Architecture MASTER IN ADVANCED COMPUTATION FOR ARCHITECTURE & DESIGN  2024/2025 Anji, Christina & Will Thesis – Supervisor: Gabriella Rossi We are facing an urgent climate crisis, one that demands architecture to move beyond conventional sustainability toward regenerative, net-positive approaches. Current design practices often struggle to integrate environmental and context-aware analysis seamlessly because they … Read more

Andromeda

Andromeda

Andromeda is a Rhino-native copilot that turns briefs, context, and massing into a single, interpretable graph so designers can enrich masterplans, evaluate KPIs, and bake results back to Rhino, without leaving their workflow. Built for early-stage masterplanning, it aims to raise social value, connectivity, accessibility, and overall urban quality by unifying data, guiding program allocation, … Read more

Urban Climate on Graphs: From Form to Comfort

ABSTRACT This thesis investigates the relationship between urban development patterns and outdoor thermal comfort, with a focus on Mean Radiant Temperature (MRT), a key factor in calculating the Universal Thermal Climate Index (UTCI).  While graph-based approaches have long been used in spatial analysis (e.g., space syntax, circulation networks), this research extends the application of graph … Read more

gAIa*

A sustainability CoPilot Gaia is an intelligent design assistant, a copilot that supports architects in navigating the early stages of design with real-time environmental feedback. Named after the ancient Greek personification of the Earth, Gaia reflects both the ecological focus of the tool and its role as a guiding presence in the creative process. The … Read more

Exploring Spatial Intelligence: Graph Machine Learning in Courtyard Design

Nestled within IAAC’s Master of Advanced Computational Design program, our recent investigation of Graph Machine Learning (Graph ML) sought to reimagine how we perceive, evaluate, and improve architectural spaces. Our team of Andrea, Leila, Lennart, and Mahnoor worked on a courtyard prototype to create a seamless process that combines parametric modeling, semantic data interchange, and … Read more

The Carbon Blueprint

GWP-data enriched graphs Imagine being able to see the carbon footprint of a building, not after it’s built, but while it’s still a sketch. What if architects and engineers could get real-time sustainability feedback the moment they decide on a material or tweak a wall layout? That’s the vision behind Visual GWP. We combined Graph … Read more

CarbonAI

Bridging Carbon estimations in early design stages The built environment accounts for nearly 40% of global carbon emissions, the urgency to integrate sustainability into architectural and engineering processes has never been greater. Yet, decisions made in the earliest stages of building design often lock in the majority of a structure’s lifetime carbon footprint, long before … Read more

AI-powered Computational Design for Sustainability in Early-Design Stages

Introduction In this episode of the MaCAD Theory podcast, we explore with our guest Mr. Alessandro Grossi the growing importance of sustainable practices in the AEC sector, driven by climate change and resource scarcity. We dive into how integrating sustainability principles early in the design process can impact lifecycle costs and environmental outcomes.Listen to how … Read more

OptiBIPV

What & Why ? OptiBIPV is an app designed to enhance an integrated design approach for photovoltaic facades right from the early design stages. In today’s building design, balancing aesthetics with the growing demand for energy production is more important than ever. OptiBIPV enhances collaboration for a more sustainable environment, helping architects, facade designers, and … Read more

ECOCLAD

Link to Project: https://datamgmt25.iaac.net/ (Find Erva Hofi in the sidebar) ECOCLAD app. An app for 3d printed pipes product.Elevate your building’s exterior with EcoClad the innovative web tool that designs custom green facades using eco-friendly, 3D-printed pipes. The user is required to input his facade boundary or the part of it that wanted to be green. The idea of … Read more

The Gardener

Design Your Perfect Green Space The app is designed to simplify urban green space planning by automating tree placement based on specific criteria. Whether you’re working in Milan or Barcelona, the app accounts for local climate conditions, available space, and water needs to help you choose the best trees for your project. Here’s how the … Read more

NeoCapsules – A Modular Approach to Sustainability

Evolving Nakagin Capsule Tower

NeoCapsules is an innovative residential project inspired by the Nakagin Capsule Tower, reimagined to suit modern needs. Unlike the original design, which featured small, single-use capsules, NeoCapsules offers modular units in different sizes to accommodate families, young professionals, and individuals with diverse lifestyles. This flexibility allows residents to select layouts that best match their needs, … Read more

Reimagining Urban Spaces: Structural Optimization in the Parasite Studio Project

Urban landscapes are constantly evolving, with existing buildings often requiring new functions, sustainable upgrades, and modern aesthetics. In the IAAC’s course on structural optimization, our studio project, “Parasite,” embodies this transformative approach by exploring the potential of hybrid construction methods and adaptive reuse. Our goal was to breathe new life into existing reinforced concrete structures … Read more

The Perch – Analysis of Generative Glulam and Steel Beam Structure

Our generative building is a mixed-use typology with height ranging from 4 to 12 stories. The primary design focus is to create a transformable and adaptable structure that can respond seamlessly to changing functional needs. To achieve this, the building incorporates lightweight, recyclable, and circular materials, paired with modular connection elements that allow for easy … Read more

Milan – Environmental Strategies for Early Design Stages

LOCATION City:   Milan Climatic cat.:   Zone E, 2 404 DD – by ENEA National Agency Coordinates:   45°28′01″N 9°11′24″E Altitude:   120 m s.l.m. Characteristics: Hot summers and cold winters. Local exceptions to the humid subtropical climate model are to be expected.Protected from both cold winds and mild winds.High humidity, given the alluvial nature of … Read more

Climate-Responsive Design for Singapore

This project explores the relationship between Singapore’s tropical climate and architectural design. By analyzing climatic data—such as temperature, humidity, solar radiation, and wind patterns—we evaluated how a specific building shape interacts with the environment. Through computational tools, we simulated the building’s performance to address key challenges like heat gain and airflow. The results informed potential … Read more