Ai-assistant for Architects at early design stage Following work is envisioned as a reflection on the design principles and methodologies learned during my studies as an architect. From my early days in architecture, I was fascinated by the conceptual phase of project development. I found it truly amazing how diverse design inputs could merge into … Read more
This post describes the development of a method to predict metro station locations using Graph Neural Networks (GNNs). Our journey began with a challenge familiar to urban planners: how to strategically place new metro stations to optimize transportation networks. In this case the city of Stockholm was used as testbed. The Challenge of Data Imbalance: … Read more
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
A multidimensional and multiscalar exploration of the emerging Vertical Urban Transportation landscape. [A] INTRODUCTION “Advanced Air Mobility (AAM) is a rapidly-emerging, new sector of the aerospace industry which aims to safely and efficiently integrate highly automated aircraft into the NAS. AAM is not a single technology, but rather a collection of new and emerging technologies … Read more
SUSTAINABLE SOLUTIONS FOR BESPOKE ACOUSTIC DIFFUSER DESIGN A considerable amount of construction and wood waste is generated each year, mostly landfilled or burned for energy, contributing to severe environmental effects. The management of this waste is a significant challenge as it is often not suitable for secondary use. In this context, the circular economy concept … Read more
TIMBER SENSING TECHNOLOGY A material system combining timber and graphene, replacing traditional sensors through graphene’s sensing capabilities. This innovative approach allows first, real-time tracking of deformations inside the wood. Second, creating a digital twin that improves maintenance efficiency in the operational phase. Third, providing a detailed service life passport, this system supports reuse and reduces … Read more
State of the Art and Minimum Value Proposition There is an overstocking of small to medium trees over Europe due to poor firing and soil cultivation conditions, most of this trees have the diameter of 10-25 cm and depending on the species and cultivation conditions some of then are crooked and can’t be used by … Read more
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 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
AI in the Anthropocene The architectural profession is currently at a critical juncture, faced with the dual challenges of advancing artificial intelligence (AI) and the escalating climate crisis. Many architects harbour fears of obsolescence as AI’s capabilities expand, potentially automating tasks that traditionally require human expertise. This concern is not unfounded, as AI-driven tools increasingly … Read more
Optimizing Bar Buildings for Sunlight and Pathways The aim of this project was to design a typology of housing is needed that resembles small, artificial terrains. The Bar Building typology will have set of long, dense buildings that will mimic the form of a topography. The forms will need to be optimized to allow for all the … Read more
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
SWARM_FACADE investigates using swarm intelligence principles (separation, alignment, and cohesion) in architectural design and façade construction. By employing multi-agent-based swarm intelligence algorithms, a conceptual design method was introduced. Evolutionary optimization and parametric control were applied to define solid-void elements in the building façade. The resulting façade variations were optimized and evaluated based on relative daylight … Read more
