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# Artificial Intelligence

The Storyteller: Revolutionizing Architectural Communication

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MaCAD 2024-2025

How two architects transformed the way we present architectural projects by creating an AI-powered storytelling interface that turns technical drawings into compelling visual narratives. The Genesis: Beyond Plans and Sections Traditional architectural presentations often fail to bridge the gap between professional technical documentation and client understanding. James discovered that: So who is this storyteller platform … Read more

Investigating [Grain Farming] – Deforestation, and Political Conflict in the Amazon

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MaCT-01 2024-2025

“The Amazon rainforest, often called the ‘lungs of the Earth,’ is rapidly disappearing. But this isn’t just an environmental crisis—it’s a geopolitical and economic issue. In the heart of this transformation lies [Mato Grosso], Brazil’s largest soy-producing state. Its key location fuels both economic growth and ecological destruction, leading to tensions over land use, trade policies, and environmental governance.” … Read more

Inpaint Materiality

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MaCAD 2024-2025

Intro Designers know the pain: a perfect image—ruined by one wrong material. A distracting object. A missing texture. An awkward composition. You could retouch it manually, but how long will that take? And will it ever really blend? What if you could just circle the problem area and ask for something better? Something that fits … Read more

Faster Architectural Workflows with Generative AI: From Text Prompts to Custom LoRAs

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MaCAD 2024-2025
Morph 2 LoRAs

Why “Faster” Matters A single photorealistic render can quickly be very expensive and take days to produce, locking design changes behind hefty bills and long waits for architects. Generative AI, through models like Stable Diffusion and custom LoRAs, slashes both cost and time, turning sketches into near-final visuals in seconds. By democratizing high-fidelity imagery, it … Read more

From Raw Acoustics to Predictive Insights: Modeling Comfort in Architectural Spaces

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MaCAD 2024-2025

Introduction In this blog, we walk through the complete data science process applied to a unique challenge: predicting the acoustic comfort index of apartment units based on architectural and environmental features. This includes data preprocessing, feature engineering, model training, interpretation, and tuning—with tools like XGBoost, Neural Networks, and SHAP for explainability. The workflow is split … Read more

CarbonAI

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MaCAD 2024-2025

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

SYNTHETIC AI AGENT SURVEY SIMULATION

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MaCT-01 2024-2025

Safety Perception in Jakarta Why Simulate Perception in Urban Spaces? In the realm of smart city design and urban analytics, one of the most nuanced yet underexplored datasets is perceived safety. This perception isn’t easily quantifiable, yet it critically influences how public spaces are used, trusted, or avoided. Traditional surveys are the go-to method for … Read more

UrbanSight – Agent-based Pedestrian Environment Analysis

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MaCT-01 2024-2025

Project Introduction Urban environments are constantly evolving, shaped by the movement of people, the flow of traffic, and the presence of infrastructure. Yet, understanding these patterns at the street level — especially across an entire neighborhood — can be difficult, time-consuming, and highly subjective. In this project, we present a computer vision–based visual audit of … Read more

DreamMyStreet

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MaCT-01 2024-2025

Abstract Building upon the knowledge acquired in the Agent-Based Design & Machine Learning course, we developed a bot designed to collect data from the population of Rundu, the city we are focusing on for our project within the Vulnerability Studio: Computer-Aided Mobility Justice. We face the challenge of accessing qualitative insights that could help us … Read more

WORKSHOP 3.2 _ REFLECTION

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MRAC-01 2024-2025

“Precision becomes poetry through reflection and sound.” Reflection is an immersive installation that explores the potential of precision and reflection between two robotic arms through synchronized movements. Equipped with mirrors, the robots become both instruments and performers. Concept: The law of reflection The law of reflection states that the angle of incidence is equal to … Read more

The Echoes We Buried

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MAA-01 2024-2025

Construction fractured an ecosystem, and listening began to heal it The Echoes We Buried is a speculative eco-fiction set in a fractured Barcelona, where construction noise disrupts not just human life but the deep, vibrating language of ecosystems. As species falter and signals blur, one person begins to listen—to the pressure, the silence, the unraveling. … Read more

Carbon Envelopes

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MAA-01 2024-2025

a BIOCHAR BASED concrete WITH A negative carbon footprint BARA is an opportunity to build negative carbon constructionsystems by rethinking concrete and methods used in the buildingindustry. Using on-site 3D printing and casting, entire buildings can beconstructed with reduced cement while storing and capturing carbon. The focus is on optimizing and improvingstructural performance, enhancing carbon … Read more

Applied Theory III _ Un_Log Factory

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MRAC-01 2024-2025

INTRODUCTION In today’s construction industry, a large portion of timber is discarded due to its non-standard shape, curvature, or internal defects. Un_Log Factory challenges this paradigm by proposing a digitally augmented fabrication system that embraces the natural irregularity of timber. Instead of seeing bent or cracked logs as waste, our process redefines them as raw … Read more