Wildlife Integrating Landscape Design Artificial Intelligence – WILD.AI — Term_II
Context How? Where? Workflow Outputs
DESIGN FLEX- PHASE- II
Abstract Parametric design tools like Grasshopper empower architects to create adaptive and efficient spatial layouts, but their complexity presents a barrier for non-experts. This research proposes a community-driven design tool that leverages Graph Neural Networks (GNNs) and Large Language Models (LLMs) to learn from expert-authored Grasshopper scripts, enabling prompt-based parametric layout design. By encoding design … Read more
DECODING URBAN MOBILITY
ABSTRACT; Decoding Urban Mobility: This project evaluates the impact of AI-driven traffic management versus conventional fixed-timing methods on urban congestion. It analyzes real-time and historical data—including traffic patterns, weather, demographics, and incident reports—from cities like London, Barcelona, and Los Angeles and compares machine learning models (e.g., LSTM, GRU, XGBoost) with traditional techniques. The study identifies … Read more
Data Handling and Collaborative Workflows: Hyperbuilding-B Data Team
Our BIMSC studio project centers on designing a ‘hyperbuilding’ in Tokyo’s Minato Ward—a self-sustaining development that integrates closed-loop ecological systems like on-site food production, photovoltaic energy generation, and industrial modules. The building includes mixed-use zones for amenities, services, and commerce, all anchored by a transit hub built into a podium above Shinagawa Station, supporting the … Read more
HUSKY + UR
AIM The goal is to teleoperate both the Husky robot and the UR10e arm, enabling them to avoid obstacles on the floor and push those that are unavoidable. To achieve this, we designed a system that allows the user to control both robots using any available camera, incorporating hand tracking for intuitive command execution. SYSTEM … Read more
Collaborative Workflows: Hyper A – Facade
Collaborative Workflows and Techniques for Façade Design . We explored both internal and external collaboration strategies with all design teams at HYPER A. Our team focused on three key areas: adaptive façades, energy efficiency, and smart architectural systems. To guide our design process, we established clear performance metrics, including Daylight Factor, Panelization strategies, and Energy … Read more
BIM automated process in design workflow
Integrative Concept Introduction The goal of the integrative modeling seminar is to transition this design from a computational model into Revit, enabling us to generate construction documentation, schedule project’s elements, and assess the overall project data, therefore the performance of our concepts through KPIs. Concept Our Team’s vision is to create the Enso hyper building. … Read more
Timber Sunscape: Densify blocks with area and solar constraints
Project Concept This tool uses open source data to estimate a site’s Floor Area Ratio (FAR) and allows users to explore different volumetric configurations. It leverages modular units based on CLT Mass Timber for a flexible structural framework and incorporates solar angle data to optimize designs for sustainability and contextual responsiveness. Who is the End … Read more
Literary Landscapes &AI-Driven Urban Design
A speculative approach to Design through data, literature, and participatory AI in Sant Antoni Our urban issue: The Lack of Narrative-Driven Urban Design in a Data-Driven City Contemporary urban design increasingly relies on AI and big data, often sidelining human stories, cultural narratives, and historical context in shaping urban spaces. While data-driven design optimizes efficiency, … Read more
Insite BCN
In different metropolitans all around the world finding suitable flat with properties you wish, is one of the most challenging tasks you may have ahead of you.what we suggest and develop in this course is visualizing a platform where you can talk to an LLM and eases this challenging process by visualizing the results. Bellow … Read more
Parking Generator
Introduction Effortlessly generate optimized parking layouts by simply importing the plot boundary. Our intelligent algorithm automatically designs parking lots that maximize space utilization while ensuring smooth traffic flow and accessibility. Upload Rhino Files Option to upload any land layout in .3dm format the script will solve the parking for this land First step shift Option … Read more
HYPERBUILDING_A Data Team Integrative Modeling
Introduction The Data team’s role in the Hyper A project is to calculate the performance metrics of each Design Team. Each Design Team provides the Data Team the component values for needed to calculate their metrics. These component values are cumulative for their entirety of their design. For example, the Industrial Team’s Primary Metric is … Read more
City Brief App
CBDM 25 A configurable application that generates simple rectangular architectural mass while simultaneously providing regional economic and climate insights for a chosen country/city from the top 50 cities around the world. The tool allows users to adjust base dimensions, total building height, and per-floor height, then quickly see how costs, climate data, and massing possibilities … Read more
Electrical Closet Planner
Link to Project: https://datamgmt25.iaac.net/ (Find Scott Lebow in the sidebar) This app is a simple electrical closet generator. This app allows architects to determine an appropriate room size based on a quantity of panelboards and transformers. It is designed to quickly size an electrical closet, without needing an engineer. Clearances are based on National Electric … Read more
Agent-Based Collaborative Design
Designing an Inclusive and Functional Bench Through the Lens of Iconic Visionaries Urban design has always required balancing complex social, cultural, and environmental factors. In this project, we explored the potential of AI in shaping public spaces. Specifically, designing a bench that serves the needs of both homeless individuals and daily users. We developed a … Read more
