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# Artificial Intelligence

AI FOR ROBOTIC FABRICATION: Smarter Motion by Bridging Simulation and Reality in Robotic Clay 3D Printing

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MaAI-01 2024-2025

https://github.com/PaintDumpster/ai_for_robotic_fabrication.git In the field of robotic fabrication, precision is everything! Yet there’s often a significant gap between a simulated toolpath and the real-world movement of a robotic arm. Subtle discrepancies can lead to printing errors, structural issues, or failed prototypes. We explored how AI can be used to minimize this gap. This investigation sits at … Read more

DECODING URBAN MOBILITY

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MAA-02 2024-2025

ABSTRACT; Decoding Urban Mobility: This project evaluates the impact of AI-driven traffic management versus conventional fixed-timing methods on urban congestion. It analyzes real-time and historical data—including traffic patterns, weather, demographics, and incident reports—from cities like London, Barcelona, and Los Angeles and compares machine learning models (e.g., LSTM, GRU, XGBoost) with traditional techniques. The study identifies … Read more

EcoNodes

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MAA-02 2024-2025

Introduction Urban areas are increasingly becoming impermeable, exacerbating environmental challenges such as elevated temperatures, flooding, and pollution. EcoNodes is designed to empower policymakers with a sophisticated tool for dynamically assessing and adapting urban environments towards increased sustainability by pinpointing and prioritizing areas for green interventions. Impervious Surfaces and Urban Heat Islands Cities today face the … Read more

GENERATIVE AI – TIMBER PHYGITAL

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MAA-02 2024-2025

This thesis explores the use of generative AI to transform 2D image prompts into fabricatable 3D pavilion designs using timber sheet-based CNC milling. By developing a workflow from AI-driven image generation to mesh segmentation and fabrication detailing, the research aims to bridge the gap between conceptual design and physical realization. The outcome is a phygital … Read more

FLOOD RESILIENCE TOOLBOX

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MAA-02 2024-2025

Flood Resilience Toolbox: AI-Powered Solutions for a Sustainable Future Flooding is the most frequent and costly natural disaster worldwide, with annual damages exceeding €38 billion. By 2050, this figure could rise to $64 billion, impacting millions of lives. Coastal cities, particularly in Southeast Asia, are at high risk due to rapid urbanization, sinking land, and … Read more

HBIM and AI, a perspective on new technologies for Heritage architecture

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MaCAD 2024-2025

Brief Heritage Building Information Modeling (HBIM) is a process for managing and conserving historical structures. Despite its potential and the European Directive 2014/24/EU, HBIM remains underutilized due to complex processes. AI-based technology can streamline HBIM processes at reduced costs, making heritage conservation more feasible. Technologies like LIDAR, TLS, photogrammetry (including UAVs), and SLAM, initially tested … Read more

AI-powered Computational Design for Sustainability in Early-Design Stages

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MaCAD 2024-2025

Introduction In this episode of the MaCAD Theory podcast, we explore with our guest Mr. Alessandro Grossi the growing importance of sustainable practices in the AEC sector, driven by climate change and resource scarcity. We dive into how integrating sustainability principles early in the design process can impact lifecycle costs and environmental outcomes.Listen to how … Read more

AI Weather Assistant

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MaCT-01 2024-2025

As part of a collaborative exploration into creative automation and human-AI interaction, our team developed an AI-powered weather assistant that integrates live data, generative visuals, and contextual language processing into a single, responsive system. The assistant operates via a Telegram bot and delivers three core outputs: current weather information, clothing recommendations, and an AI-generated image … Read more

Design Automation for Architectural Design in Small Steps

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MaCAD 2024-2025

BRIEF PROBLEM: Architectural design is a complex process that often involves repetitive tasks, human errors, and inefficiencies that can slow down workflows. While Building Information Modeling (BIM) tools like Autodesk Revit have significantly improved design and documentation processes, the absence of structured automation continues to limit optimization, particularly for architectural design firms. Many firms struggle … Read more

Literary Landscapes &AI-Driven Urban Design

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MaCT-01 2024-2025
tres tombs

A speculative approach to Design through data, literature, and participatory AI in Sant Antoni Our urban issue: The Lack of Narrative-Driven Urban Design in a Data-Driven City Contemporary urban design increasingly relies on AI and big data, often sidelining human stories, cultural narratives, and historical context in shaping urban spaces. While data-driven design optimizes efficiency, … Read more

Sounds of Gràcia

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MaCT-01 2024-2025

An alternative ways of exploring the sounds that make up Gràcia This project investigates alternative ways of engaging with the sounds of Gràcia and how they can empower communities by fostering a deeper connection to place, memory, and identity. Sound functions as both a sensory experience and a cultural artifact, carrying layers of emotion, history, … Read more

Insite BCN

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MAA 2024-2025

In different metropolitans all around the world finding suitable flat with properties you wish, is one of the most challenging tasks you may have ahead of you.what we suggest and develop in this course is visualizing a platform where you can talk to an LLM and eases this challenging process by visualizing the results. Bellow … Read more

Lumos

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MaCT-01 2024-2025

We live in an age of constant information, where news spreads rapidly and surrounds us at all times. Social media notifications, breaking news alerts, and endless headlines create an overwhelming cycle. Unfortunately, negativity often dominates this flow, increasing stress, anxiety, and emotional fatigue. Why Are People Avoiding the News? According to Universitat Oberta de Catalunya, … Read more