Architecture Intelligence for AI Infrastructure
Toward an AI-Native Framework for Constraint-Orchestrated Data Center Architecture Developed through the working prototype OREXON SYSTEMS. · Nouhaila ELMALOULI · Master in AI for Architecture & Business Innovation (MAAI02), IAAC · 2025/2026 · Advisor: Dr. Wassim Jabi Data centers are the physical substrate of artificial intelligence. Every model we train and every query we run … Read more
inHabit – Rethinking Residential Layout Search with Spatial Intelligence
Introduction Finding the right home isn’t just about square meters or the number of bedrooms. A floor plan that works beautifully for one household can be completely unsuitable for another. Parents with young children, remote workers, retirees, or pet owners all experience the same space differently. Yet today’s search tools still rely on simple filters … Read more
WOVEN EARTH: FROM CRAFT TO INTELLIGENT ARCHITECTURE
A Hybrid Robotic-Human System for Adaptive Woven-Earthen Construction Abstract Woven Earth reinterprets traditional willow weaving and earth construction as a digitally informed architectural system. Drawing from vernacular techniques such as wattle and daub, the project develops a hybrid construction method combining woven willow, variable-thickness cavities, and robotic fabrication. Infill strategies layer light earth and straw … Read more
Sensi: Making Comfort a Design Layer
Building Sensi, a sensory copilot for architectural floor plans. In architecture, we model everything. Structure, cost, energy, code compliance. Layer after layer of analysis that makes a building accountable before it’s built. But one thing was missing from the stack: how the space will actually feel. Not feel as in emotion. Feel as in the … Read more
Collectively Forward: Regenerative and Inclusive Urban Futures
Infrastructure doesn’t just move people. It shapes who they are, where they go, and what kinds of lives are possible. At the northern edge of Barcelona — at the junction of Nou Barris, Sant Andreu, and Santa Coloma de Gramenet — Avinguda Meridiana does all three. It connects the city to its northern territories efficiently. … Read more
PermanenceOS
Every design decision has a structure. For the AI studio seminar, we built PermanenceOS , a structural intelligence platform that helps architects understand the consequences of early design decisions, before they get expensive to change. The Core Problem In early design, structural decisions get locked in fast and by the time the engineer is brought … Read more
BANANA MATTERS
Abstract Banana Matters transforms discarded banana pseudostem biomass into carbon-sequestering architectural panels through material research, bio-based binders, and digital fabrication. The project addresses the untapped potential of nearly 525 million tonnes of annual banana waste by developing lightweight, low-carbon composites with acoustic and structural applications. Through iterative material experimentation, heat-press manufacturing, and mechanical and physical … Read more
A Systematic Review of Toronto Architectural Heritage Register
Applying CLIP vector embeddings to defensibly evaluate the architectural value of heritage-listed buildings Project Summary Project Presentation
Designing for Encounter: How Spatial Analysis Reveals the Social Potential of Circulation Spaces
Introduction When we imagine a corridor in a typical apartment building, we picture a purely functional passageway — a space designed for movement, not for meeting. These circulation zones are often long, narrow, and socially inert. Yet they structure much of our daily experience of housing, shaping how residents encounter one another. Cohousing projects show … Read more
CatVa Master Thesis
Abstract and purposeThe collapse of the European wool value chain—processing shifted east, traditional breeds producing coarse, low‑value fibre, and raw fleece often classed as waste—coincides with a crisis in ceiling construction: high embodied carbon, linear material flows, and aesthetic loss. This thesis proposes CatVa: a prefabricated compressed earth–grog block reinforced with directionally aligned waste wool … Read more
Analyzing Narkomfin Through Its Graph
The building The Narkomfin Building was completed in 1930 in Moscow, designed by Moisei Ginzburg and Ignaty Milinis. It is one of the most recognized examples of Soviet Constructivist housing — a dom-kommuna, or communal house. The design was deliberately unconventional: kitchens were minimal because residents were expected to eat in a shared canteen, and living … Read more
Living Fibers: Robotic Needle Felting as an Architectural Construction System
MAA/MRAC Studio Term 3 — 2025/2026 | Robotics for Ecological Building When you think of wool, construction probably isn’t the first thing that comes to mind. But wool has a longer history as a building material than most people realize, and it carries inherent properties that make it genuinely compelling for architecture: moisture regulation, thermal … Read more
ONODRIM
Robotic Fabrication of Small-Diameter Whole Timber for Construction Systems in a Plantation Forestry Context
Crafty Studio
Every great building begins as a small model and a messy desk Abstract As architects we spend hours making physical study models, cutting foam, assembling balsa, running the 3D printer. These models are essential, but the process is slow. Crafty Studio asks a simple question: “What if you could see your design as a physical … Read more
