Vastu in Graph Machine Learning
CONCEPT Vastu Shastra is a traditional Indian architectural science that provides a wide range of guidelines for design, layouts and construction of buildings. Vastu Shastra is based on the principles of ancient Indian texts and it aims to create harmonious and balanced living spaces that promote physical, mental and spiritual well being. WORKFLOW DESIGN PROCESS … Read more
PRINT POINT:
The reference marking system for Additive Manufacturing Context Additive manufacturing (AM) technologies have established and grown significantly over the past few decades, solidifying themselves as a mature and competitive alternative across various sectors of fabrication and construction. This development has been observed across multiple levels and applications of production, primarily due to its remarkable properties … Read more
Urban Dynamic Lights
Urban Dynamic Lighting is a research conducted on dynamic lighting for cities, exploring its transformative power and the possibilities it holds for cities worldwide. The study presents a comprehensive framework for implementing dynamic lighting systems on an urban scale. The power of dynamism Dynamicity represents a paradigm shift in our perception of cities. It recognizes … Read more
Style_Designer
Github Methodology example file: https://github.com/jamesalcock1309/Style_Designer.git
Wildlife Corridors
Our project focuses on modeling and predicting habitat fragmentation avoidance mechanisms using graphs. We investigate wildlife corridors in Australia, leveraging graph-based approaches to create coherent passages and connect forest areas. By analyzing satellite images, road data, and other metrics, we construct and evaluate graph models that incorporate forest containment, node characteristics, and connectivity. Our goal … Read more
Generative Urban Farming
The experiment parts from a self organizing model that iterates based in the incident sun hours, to later be evaluated in 2 methods: DCGAN’s and PIX2PIX. Problem Statement: The objective is to utilize urban farming strategically in central Budapest to enhance the affordability of student life. The key questions revolve around the potential yield, geometric … Read more
BAILCONIES
RESEARCH QUESTION Custom facade design has high costs,currently these designs are reserved to high end residential design. What if AI could give a valid variety of proposals for balconies customized arrangements that take into account microclimate and privacy of the outdoor space? METHODOLOGY DESIGN PROCESS PIX TO PIX GAN Allows to explore several options It is quicker … Read more
ESTIMATE ESTATE – Discovering the Perfect Locale
With the recent upsurge in tourism worldwide, the Airbnb accommodation sector has become a thriving industry. As a result, the demand for Airbnb accommodations is poised for further growth, attracting an increasing number of individuals interested in entering this lucrative market. ?How can a new entrepreneur make a decision on the ideal location to open … Read more
SKYWARD CONNECTIONS
A Data-driven Approach of redefining the Accessibility of the Dispersed Urbanity of the Aegean Archipelago Accessibility is a multifaceted concept that expresses the case of access between two points in space. In the context of islands, accessibility is of utmost importance due to their inherent characteristics of isolation and small size. The Aegean Archipelago in … Read more
OPTi_SOL
I PROCESS I PROBLEM STATEMENT The model will consider factors such as building orientation, facade modifications, and roof area expansion and tilt, ensuring optimal solar panel placement and alignment to maximize energy generation. By developing this AI generative model, we aim to overcome the limitations posed by Seattle’s climate, accelerate the adoption of solar energy, … Read more
Construction & Demolition Waste Transportation Improvements, Barcelona
22@, an ongoing project in Poblenou, Barcelona aims to promote sustainable development and enhance the quality of life for its residents. However, one of the current challenges faced by the project is the significant noise and air pollution caused by the transportation of construction and demolition waste (CDW) from construction sites to landfills, which adversely … Read more
Internet of ME
This research project aims to create a personal sense-making tool with an intent to facilitate data driven self reflection, analysis and understanding of our digital consumption. The tool extracts and categorizes the textual information and then uses AR visualization to establish an experiential understanding of the same. Augmented reality facilitates a deeper understanding and enhanced … Read more
MASHRABIYA
ABSTRACT Mashraraya is an essential element of Islamic architecture, and its significance surpasses the aesthetics and symbolism. It serves as more than just a decorative feature, protecting the interior spaces from harsh weather by providing shading and encouraging natural ventilation. It also offers privacy and can be used as a structural element. The project’s objective … Read more
Compath
Problem statement and project objectives How can we create a routing system that orients onto its users environment, utilizing open source data? How do we collect and process data? Our objective is to utilize the existing data and generate any missing data required for each aspect of our analysis. We combine data from different sources … Read more
The 3-30-300 Rule
TRANSFORMING CITIES INTO URBAN FORESTS This principle, proposed by Cecil Konijnendijk, highlights the significant role played by urban forests and other forms of urban nature in promoting our health, well-being, and resilience to climate change. It acknowledges the need to consider various aspects of urban forests to achieve success. It also emphasizes the importance of … Read more
AI SUN SHIELD
PROBLEM Maximizing energy efficiency and comfort in buildings with strategically designed and placed sun shades for optimal solar heat reduction is becoming crucial in cities especially in arid zones. This raises an important question how can we use new technologies in achieving such goals. ML MODEL SELECTION in 2017 a very interesting model using Image-to-Image … Read more
Perfect Seat
Find the perfect seat in a stadium! Problem Statement How many times have you been to a stadium, sports complex, concert or related events where your seat look much less appealing than in the sales chart? This raises a very important question, what are the metrics used to define the quality of a seat in … Read more
Procedural Morphologies
Leveraging the Wave Function Collapse Algorithm for Application on Layered Quadrilateral Meshes Abstract Procedural Morphologies is a novel computational design workflow in the field of discrete design. It leverages the Wave Function Collapse Algorithm for application on any quadrilateral mesh. Thus a coherent three-dimensional aggregation solution can be generated for any quad mesh using a … Read more
ThermoVision
ThermoVision is a predictive tool that leverages machine learning to gauge thermal comfort in urban landscapes, allowing us to understand the correlation between our built environment and the thermal comfort. There is inconsistent outdoor thermal comfort due to varied building topologies, building materials and vegetation. Understanding the thermal landscapes is challenging due to their complexity. … Read more
Green Printing
Urban Green Spaces are critical urban infrastructure – equally important to how our city functions as transport networks, and particularly vital to the wellbeing of our community. Urban greening supports Melbourne’s economy, providing cooling and amenity which supports the pedestrian economy and reduces operating costs for local businesses. Melbourne is encouraging more innovative methods for … Read more
