Ecological Intelligence 1. Trimester 2024/25

In our seminar with Michael Salka and Mariano Gomez Luque, we explored the meaning of ecology and the multifaceted challenges of sustainability, materiality and humanity’s relationship with the planet. Over eight weeks, we delved into two distinct but deeply connected approaches to build with ecological thinking and addressing climate change as well as envisioning a … Read more

Science Fiction in the Present

Micro-Essay by Georgia Hoyer “When we contemplate ruins, Christopher Woodward writes, we contemplate our own future.”(Canavan, p. 11) Benjamin Bratton’s “Planetary Sapience” and Gerry Canavan’s “If This Goes On” intersect in their exploration of humanity’s precarious relationship with the planet, emphasizing the power of imagination and speculative thinking to confront ecological and technological crises. Both … Read more

Digital Culture(s): A cultural blindspot of solutionism

photo credits: ‘Imagining Intercitizenships’ 3D artwork by Lorna Pittaway for IAM

In an era of accelerating change, digital cultures weave together a mosaic of materiality, temporality, and social impact, redefining the very essence of culture itself. The interplay between these dimensions raises compelling questions about the way we live, create, and envision futures. From solutionism in the face of a polycrisis to the extractivist underpinnings of … Read more

Collective imagination in a crisis scenario

In order to overcome the current climate emergency and polycrisis a critical approach needs to be explored. This implies analyzing the impacts and trends of the contemporary (inter)relationships between society, culture and digital technologies.     However, the nature of those phenomena is multiclausal. There is not a single factor who produces it. Although capitalism and its … Read more

Poly-Exploration with Digital Cultures

The course of Digital Cultures, tutored by Andres Colmenares, took an investigative approach on the relations between the present and the future through the lens of art, journalism, urbanism, technology, human networks and global market. Course was structured in a “non-linear” way, what makes our tutor’s pride, yet consistent in terms of narrating through scale … Read more

Designing Futures: Exploring Digital Cultures in a Climate Emergency

This course examined the interplay of ecological, cultural, and digital transformations amidst a climate emergency, emphasizing the need to prioritize cultural over economic value. It explored how language shapes perceptions of technology, the hidden environmental costs of digital infrastructures, and the biases embedded in AI systems. Addressing the prevalence of misinformation, it highlighted the role … Read more

Unmasking Digital Culture: Rethinking Progress, Equity, and Sustainability

Accumulation: A Mirage of Progress Imagine a minimalist workspace—a pristine desk, a single laptop, a small plant to complete the tableau. It’s serene, efficient, and modern. Yet, behind this simplicity lies a sprawling network of data centers consuming vast amounts of energy, hidden from view. This duality invites a deeper reflection: is our pursuit of … Read more

Navigating Digital Culture(s): Complexity, Imagination, and Responsibility

In a world of interconnected crises and rapid technological change, Digital Cultures provides a lens to explore how we interact with technology and respond to global challenges. The Digital Cultures class invited us to reflect on these dynamics, highlighting the importance of rethinking the narratives, metaphors, and values shaping our present and future. Central to … Read more

Understanding Planetary Urbanization and Capitalism

“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

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

Designed Realities

“The artificial refers not to the fake, but to what is deliberately created, designed with purpose, and capable of reshaping both human and planetary futures.” Benjamin Bratton In recent years, the notion of artificiality has evolved from being seen as an imitation of the natural, to an integral part of planetary and urban systems. Benjamin … Read more

Urban Wind Flow Modeling with PINNs

Overview PaperLink WIP – This study specifically explores Physics-Informed Neural Networks (PINNs) and Computational Fluid Dynamics (CFD) to analyze pedestrian wind comfort. It aims to integrate these neural network models into a web application using Three.js and other tools. By utilizing data from OpenWeatherMap, and OpenStreetMap, the project aims to support real-time simulations and visualizations … Read more

From image to graph to bim

A road map using Ai & computational design   # 01 the road map To convert a 2D raster plan into a BIM model, we first need to recognize the image contents and convert them into vectors, attaching relevant data. So , Our process focuses on three stages: image-to-vector, vector-to-graph , and finally graph-to-BIM During our … Read more

SafeNet: Network-Driven Machine Learning for Urban Safety

Abstract This study examines the pressing problem of violence against women in Mexico City, focusing specifically on strategies to prevent the escalation of violence that can lead to femicides. The persistence of gender-based violence in the city is aggravated by socioeconomic disparities, inadequate urban planning, and a deficiency of safe public spaces. The notable increase … Read more

Design as Grammar – Utilizing Graph ML for Modular determination

In a world driven by digital transformation, the realm of architecture and design faces new challenges in achieving flexibility, scalability, and efficiency. One of the most pressing issues is modular determination—how do we ensure that modular structures fit together seamlessly, across various design patterns? Design as Grammar addresses this by leveraging Graph Machine Learning (Graph … Read more

BIMConverse – GraphRAG for IFC Natural Language Queries

Introduction BIM and Cloud Adoption The construction industry is still experiencing a digital revolution led by the widespread adoption of Building Information Modeling (BIM) and cloud computing technologies. BIM has established itself as the central tool for the digital planning, construction and management of buildings, while cloud computing is transforming collaboration and data access. Studies … Read more

Building Knowledge Graph

Table of contents Abstract Hypothesis Objective Overall process We start with a conceptual solid component, which is essentially a 3D representation of walls, slabs, doors, etc. We then classify the different components within the building. This helps us understand the boundary of spaces and the connection between them. Next, we extract the space massing from … Read more

Pix2Daylight

Daylight autonomy is a climate-based metric that measures the percentage of occupied hours during which a given space receives a specific amount of light, typically 300 lux, through natural daylight alone. It is used to evaluate energy efficiency in building designs by evaluating how much artificial lighting can be reduced throughout the year (Lorenz et … Read more

Ark{Check} – A Machine Learning Approach to Architectural Documentation Review

Abstract Architectural drawings and construction documentation are critical in the construction industry, serving as the main means of communication between different disciplines and acts as a blueprint on guiding the construction of the built environment. However, errors in these drawings are quite common and often leads to significant delays, cost overruns, and structural issues. This … Read more

REVITvoice

Vocal Commands for Autodesk Revit Problem Despite decades of technological advancement, the core user experience between man and computer has remained nearly unchanged. This tedious and repetitive process requires designers to spend extreme amounts of time that could be saved through updated methods. This thesis explores a potential future for computer user experience, utilizing AI … Read more

Impact of Roof features and Materials on the Roof Albedo

Roof albedo, the measure of a roof’s reflectivity, significantly impacts urban heat islands, energy consumption, and overall building efficiency. This study aims to analyze how different roof features and materials affect roof albedo in Copenhagen using machine learning techniques. Extreme heat events are rising globally and projected to increase in frequency and intensity, posing a … Read more

Thermal Insight: Optimizing Indoor Analysis

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

Vehicle Crash Prediction in New York City

Project Aim In this project we aim to predict the type of vehicle crash that can be foreseen in the city of New York based on the traffic volume, using Graph Neural Networks (GNNs). To develop this machine learning model we use 3 different datasets. The model could hold potential if developed further, to be … Read more