F.lok

…digitizing terrain to understand runoff & delivering local NBS solutions… …there are 3 types of floods… …the mountains affect runoff… GREEN CITIES AROUND THE WORLD NBS (Nature Based Solution) Bank …Prototyping Phase… …understanding the prototype… THE PROTOTYPE

The Heart of the Vertical Machine – A Data-Driven Urban Organism

HB02: The Heart of the Vertical Machine 1. Project Overview 1.1 HB02 within the Vertical Machine In the pursuit of reimagining high-density urban living, our collaborative team developed Hyperbuilding 02 (HB02), also known as “The Heart”. As part of a larger 3-million-square-meter urban organism, HB02 serves as the vital circulatory engine, pumping life, data, and … Read more

The Geometry of Intelligence: How Hyper-building One Turns Geometry into Meta-data

Hyperbuilding One is a data-driven ecosystem that achieves seamless connectivity between Static and Kinetic spaces through an optimized large-scale integrated environment. Architecture is No Longer Static: How Hyper Building One Turns Geometry into Code The traditional architectural blueprint is a corpse. It is a static snapshot of an idea that begins to age the moment … Read more

Urban Quant Tool

Urban Quant is a data‑driven urban design tool delivering area and massing analyses for buildings and open spaces. It calculates Built‑Up Area (BUA), Gross Floor Area (GFA), service/core areas and building levels, integrating solar exposure and sun‑hour simulations. The platform converts regulatory, programmatic, contextual inputs into comparable scenarios, visualizations, and reports for architects. Area distribution … Read more

WORKSHOP 2.2_Disassembly & Reassembly

Robotic Disassembly& Reassembly with Spatial AI In this blog post, we’re presenting the project developed during IAAC 2026 Workshop 2.2 in collaboration with the Augmented Fabrication Lab. Our focus was to step beyond purely digital design and engage directly with physical processes, using robotic systems and sensor-based feedback. Through hands-on experimentation with robotic fabrication and … Read more

COMMERCIAL PRODUCT: Interior Wall Configurator (Web-based)

This project presents a web-based parametric configurator for interior wall panel systems, developed as a stylized and cohesive branded interface connected to a working Grasshopper definition running through Rhino.Compute via Hops. The application includes a project title, a description of the tool, and all required inputs to interact with the Grasshopper logic directly from the … Read more

Digital to Physical: An Interview with Melike Altınışık on Bridging the Geometric Gap

In contemporary architecture, designing a visually stunning, non-standard building envelope is only half the battle. The true test lies in the translation: how do we ensure that the mathematical precision of a parametric model survives the chaotic reality of a construction site? This exact challenge is the driving force behind our ongoing research proposal at … Read more

Breaking the Desktop Barrier: A Real-Time Parametric Pavilion

In the traditional architectural workflow, parametric models are often “trapped” inside heavy desktop software like Rhino and Grasshopper. My latest project, the Parametric Brick Pavilion, aims to bridge this gap by moving high-level structural computation directly into a web-based interface. The Challenge: Accessibility in Complexity Parametric design is a powerful tool for iteration, but it … Read more

Ascend: Democratizing Parametric Staircase Design from Web to CAD

Designing a staircase is one of the most complex spatial and structural challenges in residential architecture. It requires a delicate balance between ergonomic constraints, safety regulations, and aesthetic fluidity. Traditionally, this process is confined to complex CAD software, demanding continuous intervention from the architect even for basic modifications. With Ascend, I set out to challenge … Read more

Façade/gen

Design in Seconds: Rethinking Parametric Architecture with Façade/gen Introduction In the fast-paced world of modern architecture, the earliest stages of a project are the most critical. This is where a building’s identity is forged and its environmental footprint is largely determined. However, for years, high-level parametric design has been gated behind significant barriers: expensive software … Read more

The Glasshouse Project

//INTRODUCTION I developed this project to design and deploy an interactive Glass House prototype where architectural parameters are controlled through web-based sliders. As you can see from my workflow, I’ve built a system that integrates structural data—like floor thickness, footing sizes, and column counts—directly into the browser. This allows for instant geometric manipulation, bridging the … Read more

Title: A First-Person Parametric Exhibition: Bringing Architectural Design into the Browser

Shuai Zhang Have you ever felt that parametric architectural design is trapped behind a high barrier to entry? Traditionally, designers and clients must install heavy, complex software just to view or tweak a 3D model. For my final project in the Cloud-based Data Management module, I wanted to break down this barrier. The result is … Read more

Designing a Time-Responsive Tower: A Data-Driven BIM Workflow

Hyperbuilding 2 functions as the transportation heart of the Vertical Machine, chanelling 20,000 passengers hourly while coordinating energy, logistics, and information flows across the entire urban system. Our team tackled the Program development for HB02, using Revit and Rhino Inside Revit to build a parametric system where occupancy data directly generates architectural form. The studio … Read more

The Data Pipeline Behind NeuroSpace: From Sliders to Synapses

Abstract NeuroSpace is a browser-based parametric design tool that reframes Building Information Modeling as Behavior Information Modeling — encoding predicted neurophysiological outcomes into architectural geometry. This post traces the full data pipeline: from seven UI sliders through a dual-path architecture (server-side Rhino.Compute for 3D geometry, client-side JavaScript for real-time NeuroScore calculation), through reactive state management … Read more