Introduction Urban transportation planning relies on data science to explain the conditions driving mobility patterns. This exploration of bicing, Barcelona’s resident bike rental program, analyzes the actors impacting discrepancies in bicing data to select machine-learning strategies able to predict biking station vacancies across Barcelona for the year 2024 with an accuracy of 0.02387. With this … Read more
The workshop challenged us to engage with the topic of planetary urbanization through the United Nations Sustainable Development Goals 2030 agenda. We chose to work on the city of Neuquen as it represents an example of a city that is undergoing a fast transition in the context of climate change. Neuquen province has a rich … Read more
Our aim is to develop a machine learning model that accurately predicts the color outcome of ceramic underglazes based on their ingredient compositions and firing conditions. In the world of ceramic art, the process of underglazing involves applying colors to pottery which are then sealed under a transparent glaze before firing. However, predicting the final … Read more
Viladecans greeted us with an unexpected tranquility. We arrived to the city on the commuter train from Barcelona, opposing the flow of morning commuters. The station was empty. A single street, lined with abandoned plots and industrial sheds led us up the hill into the town. A few hundred metres later the scene couldn’t be … Read more
1. Abstract While studying about phenomenology and livability, it’s expression and its governing aspects, it is essential to recognise the true meaning of it. Phenomenology is reffered to the lived experience of objects, space and other surroundings. It is also important to understand the how, when and where of the experiences and what experiences are … Read more
View some of the collected data here: Street Types and Property Information Genius Loci was inspired by the work the of Sarah Williams in her book ‘Data action – Using data for public good’. In today’s data-driven world, the use of data has become increasingly pervasive, shaping various aspects of our lives from policymaking to … Read more
Creating a streamlined pipeline to visualize and extrapolate financial data enabling a correlation with spatial geo-specific information. The World and all countries alike have been increasingly more susceptible to events and developments in the geo-political theatre. It is not surprising that the world’s top two economic and military superpowers play a pivotal role in this … Read more
By 2100, the global temperature is forecasted to increase from 2 to 4 degrees Celsius due the effects of Greenhouse Gases Emissions and Human Activities. The City of Viladecans has developed a Vision by 2030 which expects the city to become EMISSIONS NEUTRAL, and EMISSIONS NEGATIVE by 2050. For approaching this goal, HYPENERGETIC VILADECANS establishes … Read more
“In the dawn of this new era, the construction industry stands at the threshold of transformation, poised to redefine its legacy through the power of Artificial Intelligence (AI) and comprehensive data analytics.”* This manifesto aims to put forward the benefits of AI and how it can help the The construction business be improved by collecting … Read more
Inspiration The allure of creating twisted and turned buildings and waved settings with great ease had made me embark on the journey of learning the modeling tool of rhino and then pushing the envelope to parametrize it, so as soon the script is set up I could design multiple iterations using Grasshopper. When presented with … Read more
WoodID is a revolutionary project aiming to transform the utilization and reutilization of wood in the industry. Leveraging artificial intelligence (AI) technology, WoodID targets to enhance the circular model of reutilization by operating within a smaller loop, converting wood into various useful products. The WoodID process commenced with gathering industry insights from Barcelona related to … Read more
Introducing DeCARB: An easy-to-use tool that calculates Embodied Carbon, End-of-Life Carbon, and Total Cost for any rectangular massing geometry. Quantifying emissions from material extraction to disposal can guide architects and engineers in selecting low-carbon materials and methods early in the design process. With a focus on reducing environmental impact and aligning with green building standards, … Read more
Barcelona is a city that in the last decades has become one of the focal points of global mass tourism. Tourists have become part of daily life in the city. The aim of this study was to investigate how tourists and locals experience the city differently, focusing specifically on the topic of noise. The study … Read more
INTRODUCTION As we all know that Global warming, caused by the greenhouse effect, is leading to an increase in Earth’s average temperature and the rise in sea levels. Due to the increase in temperature, we are succumbed to high indoor discomfort. Which can be correct by different air conditioning systems. This leads to the increase … Read more
We’ve witnessed a fascinating shift from conventional to computational approaches, responsive designs, and the era of automation. Machine Learning, a term buzzing everywhere these days, has made its mark in our industry as well. In architecture, ML, a subset of artificial intelligence, utilizes data to tackle challenges in computer-aided design by simulating various design alternatives … Read more
In the dynamic landscape of global innovation, understanding the intricacies of what drives or hinders progress is crucial. This post dives deeper into the innovation data concerning EU countries, aiming to decipher it visually for clearer insights. Leveraging the Global Innovation Index 2022, which assigns each nation an innovation score, this project set out to … Read more
In the year 2044, escalating city taxes have rendered travel to major urban centers unattainable for many, ushering in a period of decline for once-thriving cities. However, Rome emerges as a beacon of innovation, reversing its tax policies and spearheading the transformative “La Bolla” project. Through this initiative, Rome reclaims its status as a vibrant … Read more
CONTEXT Consequences of carbon emission Building operations are responsible for approximately 27% annually, while the embodied carbon of just four building and infrastructure materials – cement, iron, steel, and aluminum – are responsible for an additional 15% annually EuropeanClimateLaw The European Climate Law writes into law the goal set out in the European Green Deal for Europe’s economy and society to become climate-neutral by 2050. The law also sets the intermediate target of reducing net greenhouse gas emissions by at least 55% by 2030, compared to 1990 levels. Climate neutrality by 2050 means achieving net zero greenhouse gas emissions for EU countries as a whole, mainly by cutting emissions, investing in green technologies and protecting … Read more
The building and construction industry is currently not meeting the targets for achieving decarbonization by 2050. Heightened environmental expectations from regulators, investors, and occupants have led to an uneven business landscape.Regulatory frameworks aimed at reducing carbon emissions, such as building codes and energy efficiency standards, are becoming more stringent, further complicating the landscape for businesses. … Read more
Introduction Air quality is a problem in many cities around the world, yet it remains largely invisible to the naked eye. This reality struck us deeply when the four of us, having lived in Barcelona, Lagos, Bangkok, and Medellin – our four cities of origin – came together. Amidst our diverse backgrounds and experiences, we … Read more
In the ever-evolving field of urban development, “The Future of Public Art” sets out to be a project that reimagines the role and impact of art in public spaces. At its core, the project seeks to quantify the value of public art through a systematic approach, anchored in three fundamental pillars: democracy, contextuality, and insightfulness. … Read more
