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.
Our project is Flux Façade, a collaborative workflow for data-driven parametric façade design.The project was developed by Team 3.2 as part of the Collaborative Workflow Seminar in the Master in Advanced Computation for Architecture. Flux Façade focuses on improving how environmental analysis and façade geometry interact within the design workflow. Problem Statement In large architectural … Read more
Problem Statement & Context Target User Proposed Solution How it works User Workflow Speckle Automation Demo Success criteria Limitations and future scope
Abstract This research investigates how Building Information Modeling (BIM) can be leveraged to generate structured and meaningful architectural environments for architectural visualization, video games, and animated films. It explores workflows between BIM tools and real-time game engines, focusing on the transfer and preservation of spatial logic and metadata. The study aims to demonstrate how BIM-based … Read more
Introduction – Defining the Volume Problem Statement & Context Target User Proposed Solution An automated pipeline that instantly extracts, organizes, and delivers your 3D model data to your entire team the moment a new design version is published no manual steps, no shared files, no delays. Success Criteria Demo Success Criteria Limitation & Future Scope … Read more
The Problem No single source of truth for KPIs In our studio workflow, KPIs are everywhere and nowhere at the same time. Each team tracks performance in its own way—some in Grasshopper scripts, some in spreadsheets, some buried inside models—and none of these sources fully agree with each other. Because updates are slow and fragile, … Read more
Expert introduction Milos DimčićCEO &founder of Programming Architecture Milos Dimčić, PhD is an architect, computational designer and software developer specializing in the automation of design and construction workflows in the AEC industry. He has PhD in architecture & structural design from the University of Stuttgart and is guest assistant professor at TU Graz Faculty of … Read more
Topic brief In the AEC industry, building analysis workflows often operate in isolated software environments, causing structural data to lose meaning once it leaves its original authoring tool. This study argues that the value of structural analysis depends not only on computational accuracy, but on the ability of its outputs to remain consistent as they … Read more
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
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
Abstract In Contemporary Architecture, we are witnessing a shift from standardized building systems towards highly differentiated, data driven and geometrically complex structures. These projects challenge conventional workflows, requiring new methods to manage variation, fabrication logic, and translation of digital models into physical assemblies. Our research investigates how computational design, parametric modelling, and digital fabrication workflows … Read more
Computational Workflows at the Sagrada Família The Sagrada Família in Barcelona is one of the most complex and long-running architectural projects in the world. Begun in 1882 and still under construction today, the basilica sits at the intersection of historical heritage, evolving design intent, and contemporary digital technology. To understand how digital tools support such … Read more
“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
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
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
Computational design can feel like a field you need permission to enter, a space guarded by complex software, specialized knowledge, and a career path that isn’t clearly written anywhere. But after sitting down separately with Aaron Porterfield, developer of the open-source Grasshopper plugin Crystallon, and Aman Agrawal, founder of Cademy and computational design specialist at … Read more
Artificial Intelligence is often discussed in the AEC industry through extreme narratives, either as fully automated architecture or algorithms replacing designers altogether. But in reality, AI’s impact is much quieter and much more practical. Today, AI is not designing buildings for us. Instead, it is supporting the many process-heavy tasks that surround design. AEC workflows … Read more
