Urban Vegetation Analysis Using Computer Vision and Deep Learning

(PaintDumpster/environmental_data_workshop at ndvi) – Link to GitHub This project aims to detect and classify different types of greenery in satellite imagery by utilizing color and edge detection techniques. The study area is located in Barcelona, Spain (41.396536, 2.194554). The stable version employs color and edge detection for image segmentation, while an alternative method integrates LiDAR … Read more

Software III _ UN_LOG FACTORY

Github : https://github.com/Clarrainl/UN_LOG-Factory | INTRODUCTION | Detecting wood defects in 3D-scanned logs using Machine Learning In the timber industry, a significant portion of wood gets discarded due to irregularities or defects that make it unusable under standard practices. However, many of these logs can still be used creatively or structurally if properly understood and classified. This project … Read more

Terraweave: Innovative Structures for a Changing World

terraweave

Introduction In the face of the growing demand for sustainable construction, the integration of renewable materials with advanced fabrication techniques is essential for creating adaptable and efficient structures. Our team developed Terraweave, a project that combines willow and earth to create hybrid building components. By leveraging the natural properties of willow for flexibility and earth … Read more

GG WORLDS [v.01]

GenAI for Game Environment Creation OverviewUrban environments in games play a crucial role in crafting immersive, dynamic worlds that captivate players and enhance storytelling. These settings not only shape the game’s atmosphere but also introduce strategic challenges and reflect cultural, social, and architectural identities, making virtual spaces feel authentic. However, creating high-quality, realistic game environments … Read more

HELIA

This academic year, the 3DPA program focused on the theme Performative Earth Construction, guiding the work from research to design and construction.Following the projects Tova and Texit pavilions, two enclosed spaces built on the Forest Campus, the aim is to explore how 3D printing with earth can be used on a larger scale while responding … Read more

Topographical Risk + Geomorphology

Understanding the complexity of urban flooding Across the globe, cities are facing the increasingly visible consequences of climate change, with floods and landslides ranking among the most destructive urban hazards. In Brazil, the city of Petrópolis offers a critical lens through which to study the layered vulnerabilities of urban settlements exposed to extreme rainfall, unstable … Read more

Artist’s House

The Artist’s House is designed for an artist couple and their two children. The house is divided into 3 main entities: the living area, the studio and the artist house, separated by a central patio. The studio accommodates two distinct spaces tailored to the needs of each artist. One is a sculptor and/or painter who … Read more

Creative Workflow Customization in BIM

Leveraging Advanced BIM Strategies for Complex Architectural Realization Contextual Framework – Traditional BIM workflows often struggle to accommodate the complex, fluid geometries characteristic of avant-garde architectural designs, creating a gap between conceptual vision and buildable reality. Key Insight – Customized BIM workflows incorporating AI, computational design, and bespoke coding can enable the realization of complex … Read more

Sticks & Stones: Precision in Robotic Fabrication with Traditional Materials

In an era dominated by concrete and steel, the Sticks & Stones project revisits the architectural potential of stone and timber—materials with a rich historical legacy—through the precision of robotic fabrication. This initiative sought to develop a reversible, precise architectural system that bridges traditional craftsmanship with advanced digital tools. By tackling the challenges of natural … Read more

Real time fabrication space control

AI for Robotic Fabrication Real-time control in fabrication spaces is essential for enhancing operational efficiency, minimizing risks, and ensuring worker safety. In dynamic manufacturing environments, accurately locating and tracking elements—such as machinery, tools, materials, and personnel—can drastically reduce accidents, optimize workflows, and streamline resource management. Through this project, we aim to integrate advanced sensing technologies, … Read more

Contexept

Contexept is a design-to-fabrication workflow that uses AI to generate context-aware façade designs and turn them into 3D-printable architectural modules. By combining semantic keyword clustering, image generation, and robotic clay printing, the system transforms abstract ideas into buildable, site-sensitive forms. It bridges digital creativity with physical construction, making AI a meaningful collaborator in architecture. Architecture … Read more

TOWARDS ENERGY JUSTICE IN INFORMAL SETTLEMENTS Vol II

A Methodological Approach to Urban Morphology and Hybrid Energy Systems in the Global South Project Statement: “Even as we advance in Energy Innovation, our cities continueto grapple with deep inequalities. In this research, I proposerethinking Urban Morphology—not merely as the physicalform of our settlements, but as a strategic lever for equitableenergy solutions. The conceptual Energy-Morphology … Read more

HYPER A | STRUCTURE

In the ever-evolving world of architecture, Hyper A is an exploration into the limits—and freedoms—of structural design. We, the Structure Team, consisting of Joaquin Broquedis and myself, Marco Durand, are excited to present the structural concept that supports not just a building, but a multi-neighborhood urban vision. This blog offers a deeper look into our … Read more

Hyper-Building B: Services Team

Introduction In an era of rapid urbanization, the Hyper-Building concept emerges as a response to the complexities of modern city life. Rather than viewing it as a single architectural entity, we approached it as an interconnected urban system—a city within a city. Like any urban environment, it must address challenges related to accessibility, functionality, and … Read more

The Treeline – Sawmill Factory: Resilient Envelopes

The façade design emphasizes verticality, reinforcing a connection to the surrounding forest and the natural growth patterns of trees. Inspired by the structural grid of the waffle roof, this vertical rhythm is expressed through the cladding, creating a cohesive architectural language. The use of natural materials, particularly wood, highlights the building’s relationship with the sawmill’s … Read more