The work presented in this blog post is a study on how to with code and visual tools the creation and representation of the data this research group has been using for a main project in Research Studio. It explores the integration of data-driven design methods to support sustainable facade development and align with environmental … Read more
Abstract The project, Kaleidos, is the story of a transformative rehabilitation system that redefines the experience of incarceration. It targets individuals undergoing psychological recovery, creating a dynamic, non-linear journey of healing. This architecture does more than confine—it evolves, adapts, and interacts with its users, guiding them through stages of denial, anger, bargaining, depression, and acceptance. … Read more
The exploratory analysis performed by Josefina Ovalle, Maja Mawusi and Michał Modelski We present you an exploratory analysis on the New York City’s Citi Bike network in New Jersey. We chose the latest dataset, from October 2024, that gives us data on bike stations, bike types, bike users, and bike usage over time. The choice … Read more
ABSTRACT Derived from the 2020 pandemic sanitary measures for Covid-19, Google created the Community Mobility Reports, which provide valuable insights of how people’s mobility changed as a result of the established health policies. The objective of this analysis was to understand how United States residents’ mobility behavior changed over time due to the COVID-19 pandemic. … Read more
The Backbone of Modernity – Since its invention in 1842, Portland cement has become a cornerstone of modern construction. Its role in shaping cities, infrastructure, and economies is unparalleled, but this comes at a cost. Cement production is energy-intensive, emits significant carbon dioxide, and has become a key driver of global greenhouse gas emissions Cement … Read more
As an introduction to Python, this course explored the foundations of data analysis and visualization using a variety of powerful libraries, including pandas, geopandas, contextily, matplotlib, numpy, seaborn, and plotly. The project below demonstrates the practical application of these tools. Inspired by the recent U.S. election, we focused on analyzing voter behavior and the factors … Read more
INSPIRATION The project is born from the idea of rehabilitation, an inverse concept from Dante’s inferno, where the downward spiraling levels of damnation turn into and ascending stair of redemption. The process of re-insertion into society is understood as a Hero’s Journey towards the top, where the Garden of Eden awaits. Instead of being convicted … Read more
The work presented in this blog post is an approach combining Robotics and Microcontrollers as preparation for a main Research Studio project focused on sustainable facades and environmental guidelines. This represents our first steps in exploring these fields and their connections with Artificial Intelligence in Architecture and the Built Environment. In the Robotics domain, the … Read more
1. Design Concept and computational Design System Obsolete typology Interpretation Deconstruction Understanding the current prisons as punitive institutions that fail to rehabilitate but imprison inmates without offering social inclusion solutions increases the risk of recidivism. Deconstructing Alcatraz proposes an alternative to this typological lack through its own reconstruction. In a VR environment the proposal consists … Read more
The Architecture of Second Chances Transforming Punishment into Progress Through Computational Design In the evolving discourse of criminal justice reform, the intersection of architecture, technology, and rehabilitation presents unprecedented opportunities to reimagine how we approach incarceration. Our project, “Landscape of Consequence,” proposes a radical reconceptualization of Alcatraz Island, transforming this symbol of isolation into a … Read more
What if punishment and rehabilitation could coexist in a fully immersive virtual environment? Can justice be achieved in the virtual realm? A Transformative Journey in Emotional Rehabilitation Avissos, named after the Greek word for the deepest part of the sea, reimagines emotional rehabilitation as a unique, multi-stage journey. This concept challenges individuals to confront empathy, … Read more
The Context The prisoner’s journey is an emotional and psychological transformation. The spaces inhabited during this process are designed to mirror the evolving state of mind, fostering introspection and awareness.Architecture becomes a tools to reflect the prisoner’s internal experiences, guiding them through stages of self-realization: as the prisoners confront these emotions within the space, they … Read more
The Re-Iterating Maze helps inmates at Alcatraz develop meditative practices through rehabilitation, using their sentence to make a more peaceful existence possible. Our concept allows prisoners a mindful form of exercise, allowing them to use their time outdoors exploring multidimensional pathways. Mindful walking encourages the brain to focus on the activity of traversing a determined path. By … Read more
Abstract Prisons are constrained by tangible realities – static physical forms, high-density layouts, lack of amenity and limited access to natural spaces. These constraints are typically a result of inflexible systems and rigid hierarchies with high oversight to keep prisoner behaviour in check, but result in the need for efficient use of space and cost-effectiveness. … Read more
‘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
This project leverages Graph Retrieval-Augmented Generation (Graph RAG) to provide intelligent facades configuration recommendations aligned with the New European Bauhaus (NEB) principles. This post presents how we apply AI theory approaches for reaching the stablished target. The project correlates quantitative data and qualitative guidelines, by integrating 17% of the assessed metrics in this guidelines and creating … Read more
What if a structure could adapt its shape in response to environmental inputs? inputs : light value . water value outputs : movement of the canopy/roof adopy [noun]: an adaptive architectural structure that dynamically responds to environmental conditions using sensor-driven inputs. The canopy system uses light and water sensors to adjust its shape for … Read more
As part of my thesis research, I had an opportunity to join the residency program at the Autodesk Technology Center in Boston, where I continued refining my proposal, but now with the benefit of access to cutting-edge facilities and experts in the field. Autodesk, a global leader in design and technology solutions, develops tools that … Read more
Carbon Based Design | Designing Circularity in the Built Environment SITE EXISITING WAREHOUSE POINT CLOUD MODEL Material Flow Analysis PROPOSAL
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
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
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
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
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
