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# BIM

From One Model to One Million Homes: Automating Social Housing with BIM


MAA 2025-2026 by
MAA 2025-2026

Rule-Based BIM Systems for Multi-Storey Residential Blocks in Vietnam   Using rule-based BIM master models to automate repetitive social housing design in Vietnam, while addressing real-world challenges of coordination, adoption, and collaboration across large-scale public projects. //CONTEXT Vietnam currently has an ambitious national target to build one million social housing units by 2030. However, progress … Read more

Optimizing For The Mind: Integrating Generative AI and Game Engines into BIM


MaCAD 2025-2026 by
MaCAD 2025-2026

How architectural neuroimmunology is redefining the relationship between design and human health. The AEC industry optimizes for physical efficiency but neglects the neuro-physiological impact of built environments. This research investigates how Generative AI and Game Engine simulations, integrated into BIM workflows, can enable predictive cognitive performance analysis, transitioning the discipline from Building Information Modeling to … Read more

Computational Bucketing: Turning BIM Data into Visual Insight with Speckle Automate


MaCAD 2025-2026 by
MaCAD 2025-2026

We developed a property-driven bucketing pipeline for BIM models using Speckle Automate that automatically groups building elements by numeric ranges and visualizes them as gradient-colored 3D models on a live website — making performance data accessible without needing to open Speckle. In collaborative design projects, reviewing building performance data is often a bottleneck. Team members … Read more

Architectural Creativity in the Age of AI


MaCAD 2025-2026 by
MaCAD 2025-2026

“Technology is the answer, but what was the question?” Cedric Price, 1966 Data Becoming ART! This research investigates whether AI and BIM enhance architectural creativity or contribute to the standardization of design. It examines whether computational workflows expand the boundaries of architectural expression or gradually replace human intuition with optimized uniformity. The study further explores … Read more

Design Beyond the Project: Reframing Practice Through Scalable Digital Services


MaCAD 2025-2026 by
MaCAD 2025-2026

A conversation with Jesper Wallgren Introduction In recent years, computational design and BIM workflows have become common tools in architectural practice. However, most of these tools remain confined to individual projects, often developed as internal scripts or one-off automation solutions to solve immediate design problems. While effective in improving efficiency within a project, these tools … Read more

Automated Scan-to-BIM workflows through artificial intelligence: A Conversation with Václav Nežerka


MaCAD 2025-2026 by
MaCAD 2025-2026

From Point Clouds to Digital Twins: Inside the Cloud2BIM Workflow The Architecture, Engineering, and Construction (AEC) industry is currently undergoing a major technological shift. We are witnessing a definitive transition from manual, labor-intensive site measurements to AI-driven scan-to-BIM workflows. The goal is clear: to unlock the digital potential of existing buildings by creating high-fidelity records … Read more

FIREIGUANAS


MAA-02 2025-2026 by
MAA-02 2025-2026

INTROUCTION Building regulations are among the most critical and most cumbersome aspects of architectural practice. In Spain, the Documento Básico de Seguridad en Caso de Incendio (DBSI), part of the Technical Building Code (CTE), sets out detailed requirements for fire safety across every typology of building. Yet in most practices today, compliance validation remains a largely … Read more

IFCore Compliance Checker


MAA-02 2025-2026 by
MAA-02 2025-2026

During the AI in Architecture and Urbanism Seminar, our team built an automated compliance checking system that validates architectural projects directly from IFC models. Building regulation checks are traditionally manual, slow, and error-prone. Architects review 2D drawings, interpret regulations individually, and often wait weeks for compliance feedback. We asked a simple question: what if compliance … Read more

Monsoon Nest: Living Between Flood and Sky


MaCAD 2025-2026 by
MaCAD 2025-2026

Monsoon Nest is a modular housing proposal for Bangkok that responds to monsoon rainfall, flooding, and high-density urban conditions. The project explores adaptable modules, elevated structures, and passive climate strategies to create resilient, community-oriented living environments in a tropical context. The design of Monsoon Nest is informed by four primary parameters: contextual environmental data, parametric … Read more

Casa Tosquella: The Mending of the Commons


MAA 2025-2026 by
MAA 2025-2026

Heritage is not memoryHeritage is Production + Community In the dense urban fabric of Sant Gervasi, Casa Tosquella sleeps a Modernista jewel originally conceived as a summer retreat, now stranded in a city grappling with permanent heat. This project explores the tension between heritage preservation and climatic urgency. The proposal views the building not as … Read more

Performance-data enriched floorplan datasets


MaCAD 2024-2025 by
MaCAD 2024-2025

ABSTRACT The integration of generative AI into architecture is transforming early-stage design processes, particularly by enabling rapid and automated floorplan generation. These tools increase efficiency by exploring large design spaces and producing multiple layout options in a short time. However, current workflows struggle to integrate critical performative analyses such as daylight availability, thermal comfort, and … Read more

From Pixels to Parameters: transforming AI image to editable facade geometry


MaCAD 2024-2025 by
MaCAD 2024-2025

ABSTRACT Recent developments in generative artificial intelligence, particularly diffusion models such as Stable Diffusion and DALL·E, have enabled the creation of visually compelling architectural façades from text-based prompts. While these outputs are expressive and stylistically diverse, they remain fundamentally unstructured, lacking spatial intelligence, semantic clarity, and geometric editability. This limits their integration into architectural design … Read more

AssetPulse – Graph-Driven Asset Mastery


MaCAD 2024-2025 by
MaCAD 2024-2025

Simulate. Forecast. Outpace failure. Abstract AssetPulse is an advanced asset management simulation tool and synthetic data generator designed to optimize resource allocation, improve decision-making, and facilitate research through realistic scenario modeling. Building on a graph-based approach, AssetPulse models asset lifecycles, calculates remaining useful life (RUL), and applies business rules for budget planning, risk management, and … Read more

Interactive Block-Based Structural Generation and Analysis Tool


MaAI-01 2024-2025 by
MaAI-01 2024-2025

In contemporary architectural practice, the gap between conceptual design and structural analysis often leads to delays, miscommunication, and inefficient iteration cycles. This project proposes an integrated workflow that bridges this divide by creating an interactive interface where architects can receive real-time structural feedback while scanning their preliminary physical model. By combining Unity-based visualization, QR code-enabled … Read more