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# AI in Urbanism I

Green Liminals: Feasibility Study for AI-Driven Budget Optimization for Urban Sustainable Solutions

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MaAI-01 2024-2025

Abstract The project explores innovative ways to address Barcelona’s sustainability challenges, such as carbon emissions, air pollution, and energy inefficiency. By leveraging AI, IoT sensors, and Nature-Based Solutions (NBS), the project aims to optimize municipal budgets for interventions that transform underutilized urban spaces into productive assets. The study highlights solutions like urban farming, greenery, and … Read more

‘COMPound’ – Revolutionizing Access to Credit

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MaCT-02 2024-2025

‘The project envisions the use of novel data collection strategies for the purpose of increasing access to formal credit for MSMEs in the F&B Space. Across the globe, cities face a pivotal challenge: unlocking the potential of their micro, small, and medium enterprises (MSMEs) to drive both urban transformation and national economic growth. These enterprises, … Read more

BUSINESS INNOVATION

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MAA 2024-2025

Introduction The global housing crisis highlights the urgent need for affordable, sustainable, and inclusive housing solutions worldwide, Rapid urbanization, rising costs, and unequal access to resources have left millions without adequate housing. A lack of affordable housing options is deepening social inequality in cities across the globe. How Global Housing prices have changed since 2010 … Read more

Exploring Digital Futures: Embracing Complexity and Imagination

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MaCT-01 2024-2025

In a world marked by interconnected crises and technological change, understanding Digital Cultures helps us navigate how we engage with technology and address pressing global challenges. This exploration underscores the critical role of narratives, metaphors, and values in shaping our responses to an uncertain future. The Context of Polycrisis Our journey began by examining the … Read more

Understanding Planetary Urbanization and Capitalism

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MaCT-01 2024-2025

“capitalism as a mode of production has necessarily targeted the breaking down of spatial barriers and the acceleration of turnover time as fundamental to its agenda of relentless capital accumulation” (David Harvey.) 01. The Evolution of Urban Reading Urbanization, much like the transition from print to digital media, reflects evolving modes of engagement. The shift … Read more

Transhistorical Urbanization

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MAA 2024-2025

Key words: Neoliberalism/ Critical Urban Theory/ Spatiotemporality/ Planetary Urbanization The accelerated development of communication and technological systems, and more precisely of intelligent technologies, has significantly changed the ways in which human and non-human coevolution is shaping. Implications for theoretical frameworks include broadening definitions of consciousness beyond the human, reshaping cognitive boundaries in an assemblage between … Read more

Climate Sensitive Facade Intervention for Urban Heat Island Mitigation

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MaCAD 2023-2024

Research Questions: Can climate sensitive facade interventions reduce the intensity of the Urban Heat Island effect within urban blocks in arid climates?“ Research Goal: The goal is to propose simplified, climate-sensitive facade interventions in highly urbanized cities that reduce energy loads by mitigating Urban Heat Island (UHI) effects, while complying with climate-resilient regulations. These interventions … Read more

Urban Insights: Leveraging Open Data for Smart Property Rate Predictions

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MAA 2023-2024

1.0 Concept In the evolving landscape of urban development, property rates are influenced by numerous factors, including geographical, socio-economic, and infrastructural elements. Our project, “Urban Insights: Leveraging Open Data for Smart Property Rate Predictions,” aims to create an intelligent, data-driven model to forecast property rates. This model utilizes features such as wards, property types, and … Read more

C.O.M.F.O.R.T

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MaCAD 2023-2024

City-Oriented Modeling for Observational Radiative Thermal comfort CONCEPT The idea behind C.O.M.F.O.R.T is to provide an effective tool for architects and urban planners to design cooler and more sustainable cities, leveraging the power of machine learning and AI technologies. FACTORS OF IMPACT To create COMFORT we had to study the different factors of impact which … Read more

Thermal Insight: Optimizing Indoor Analysis

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MaCAD 2023-2024

Thermal Insight would be a standalone app that optimizes indoor environments by predicting thermal comfort. With simulations from trained models to help enhance occupant comfort and energy efficiency, evaluating metrics like PMV, PPD, and MRT. This tool would help improve well-being and productivity while achieving efficiency goals. Abstract Methodology Use Case Data Analysis Results and … Read more

migrAItion

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MaCAD 2023-2024

Studying migration is crucial for urban planners and architects to anticipate and accommodate the influx of people into cities, ensuring the development of robust infrastructure that can support this growth. As migration patterns shape demographic changes, understanding these trends allows cities to plan for adequate housing, transportation, healthcare, and educational facilities. This foresight is essential … Read more

Real-time Daylighting Performance for Adaptive Reuse Planning

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MaCAD 2023-2024

This project aimed to develop a daylight predictor to facilitate and generate well-informed adaptive reuse projects, with a specific focus on providing sustainable design solutions for low-income housing. Los Angeles (LA) was selected as a case study due to its proactive open data initiatives and commitment to adaptive reuse. This proposal provides a snapshot of … Read more

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MaCAD 2023-2024

Dataset Our database contains more than 181,000 rows, each with comprehensive information. The primary database includes 17 variables, though not all are necessary for our analysis. The most crucial data points are location (latitude and longitude), type of food establishment, type of inspection, inspection results, and risk level. As the person who uploaded the database … Read more