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

WindWave

Wind Wave is a secondary facade system engineered in response to the escalating environmental demands faced by our planet. Climate change is resulting in an increase in heat waves, with some reaching lethal intensities. As global temperatures rise, reliance on air conditioning systems has surged. However, these systems exacerbate external environmental heating by expelling hot … Read more

Skin Sense

Skin Sense is a project that aims to help users optimize the thermal comfort of their interior spaces by applying skin shaders. Why implement this? What can skin sense help the user with? Once the designer designs the skin for the building facade it has to be analyzed for indoor comfort. To analyze indoor comfort … Read more

DF Predictor (cGAN)

DF Predictor aims to revolutionize daylight prediction in architectural design by implementing the conditional generative adversarial network (cGAN) Pix2Pix to predict daylight factors, motivated by the need to improve efficiency and accuracy in daylight analysis. Daylight factor analysis, an integral part of the early design stages and mandated by building codes, is typically lengthy due … Read more

Predictive Coastal Erosion

Why? Coastal erosion is a dynamic and complex process influenced by both natural factors and human activities. Natural causes such as wave action, tidal patterns, weather events, and rising sea levels due to global warming significantly contribute to the gradual wearing away of coastlines. Additionally, human interventions like coastal construction, sand mining, and deforestation exacerbate … Read more

Real-time Daylighting Performance for Adaptive Reuse Planning

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

Materializer

Introduction Our project, Materializer, leverages the power of multiple self-trained machine learning models to predict material quantities based on an image uploaded by the user and the building coordinates. This innovative approach utilizes image segmentation to isolate buildings, image classification to read material pixels, and a height prediction model for buildings lacking height information in … Read more

Guidebook on Urban Degrowth

The Case of Tourism in Barcelona The “Guidebook on Urban Degrowth” explores applying degrowth principles in urban planning to promote social well-being and ecological equity in cities. This thesis develops guidelines to shift from high-consumption economic models to those that emphasize environmental balance and social equity. Focusing on Barcelona, it addresses the challenges of over-tourism, … Read more

MURO DE AGUA

INTRO This study investigates innovative joinery solutions for modular evaporative cooling systems using 3D printed clay. With the rising global temperatures and subsequent increased demand for energy-consuming air conditioning systems, there is a crucial need for sustainable cooling alternatives. The research focuses on addressing the challenges of material shrinkage and joinery reliability in 3D printed … Read more

100-Year Flood Risk Road Intersection Classification

Flood Risk Classification

Beginnings Our project’s concept is to develop a classification model that identifies street intersections (graph nodes) in Stockholm, Sweden, susceptible to flooding during a 100-year flood event. Based on our initial research, we found that graph machine learning operates at three levels: the graph, its edges, and its nodes. With access to a 100-year flood … Read more

Decharbonization

From exterior soil remediation to interior acoustics enhancement The goal of this project is to create a non-cementitious geopolymer, using as the main component biochar, an worldwide abundant material, and amplify its qualities to sequester carbon in order to make carbon sink architecture. Through the process of material engineering and testing, it was possible to … Read more

ChromaEnergon

ChromaEnergon represents an innovative approach to student housing architecture that transcends conventional design paradigms tapping the potentials of climatic energy and thermochromic pigments. This concept leverages verticality, slenderness, and dispersed tower structures to create dynamic living environments. By strategically mapping energy into various spaces through the skin which the facade, ChromaEnergon aims to generate unique … Read more

From butterfly wing to buildings.

The shapes of butterfly wings is a product of genetic programming, developmental biology, and evolutionary adaptations. Variations in wing shape among different species result from adaptations to their ecological niches, predation pressures, and other environmental factors. Different butterfly species have evolved wing shapes adapted to their specific ecological niches. For example, some species have wings … Read more

Project Zephyr

Navigate your day through cool comfort! The Zephyr Project is tackling a problem that we all know too well: the heat in our cities is getting crazy Over 50% of our survey participants (n=30) suffer from extreme heat and worry about high UV levels every other day in summer, and I’m sure you all can … Read more

Certainly Uncertain, The MIL – Spec Fortress

Today, the earth faces two looming threats: ecological collapse from resource depletion and widespread unemployment due to automation. Although these concerns are seemingly opposites, they share a common root – inequality. Both contributing heavily to the future of labour, and humanity. The skyscraper,stands as a testament to this inequality. Its very existence codifies the power … Read more

Mushroom Façade

Facade optimization based on Sunlight   Two layers of the facade: one is stable, and the other layer grows based on the points that are warmer or receive more  sunlight to reduce heat and sunlight. The design objectives Environmental Sustainability Energy Efficiency: Reduce energy consumption for heating, cooling, and lighting. Climate Adaptation: Design to adapt to … Read more

Islands & Fortresses: the future of the Skyscraper?

“Blade Runner 2049” is a good example of how urban landscapes will be shaped differently in response to environmental collapse and societal stress. Designed by communities dominated by fear of losing their stability under an authoritarian social logic, the film features Las Vegas and Los Angeles. Reimagined as part of Bruce Sterling’s, What skyscrapers might … Read more

PHYLLOTACTIC TOWER

PHYLLOTAXIS The arrangement of leaves or floral parts around a stem or axis is called phyllotaxis. The term comes from the Greek phullon – ‘leaf’ and taxis – ‘arrangement’. The model was first proposed by Wilhelm Hofmeister in 1868. IMPORTANCE: The objective of the phyllotaxis is to avoid overcrowding. So that all leaves get maximum … Read more

Gardens of Tempelhof

Project Objective: Provide sustainable urban regeneration, and equal access to public spaces in dense cities, and create sunlit gardens while providing shade on the ground floor for public squares and corridors. Project Goals: •Maximizing sunlight exposure on gardens •Maximizing green space •Finding the optimized height with respect to the views. •Creating pocket gardens in between … Read more

The Rippled Facade

Optimizing the building skin inspired by Rippled droplets Meta balls as an isomorphic surfaces constructed as composite assemblages of the mutually infecting parametric objects with internal forces of mass and attraction.region of influence,which could be additive (positive) or subjective(negative)Isomorphic architecture(Bubble) Blobitecture , blobism and blobism are terms for a movement in architecture in which buildings … Read more