About Flow Distribution Analysis

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 [Part 1]

Current Status & Strategic Direction: [<Newsletter Link]

We ruthlessly dissect the legacy flow distribution analysis process. Here, we pinpoint the exact parametric automation triggers required to validate fluid dynamics at intersection zones. (Goal: Stop bleeding senior engineering hours on manual setups.)


[Part 2]

Deep-Dive into Test Samples (The Architect's Logic):

An architectural autopsy of the operational mechanics behind our test models. We will break down the 5-stage Python pipeline integrated with our custom math/physics engine (Faux-CFD). (Warning: Strictly high-level logic and data structures; no basic hand-holding.)

[Part 3]

Generative Design & Revit Automation:

We deploy AI algorithms for multidimensional analysis, hunting down the absolute optimal baffle configurations, and executing seamless Revit automated generation (Baking). (Perspective: Redefining GD from a simple optimization tool to your firm's synthetic data factory.)

[Part 4]

Practical AI-Integrated Verification Process:

The ultimate cross-validation of our GD-optimized results against commercial CFD solvers. We present a definitive, quantifiable vision for the evolution of real-world engineering verification. (Result: Proving the qualitative leap and securing the definitive ROI.)


test files below

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Geometry test 0506 stair and routing

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Geometry-Based Form Generation Using Dynamo and Generative Design: Creating Unique Stair Forms and Optimizing Routing In recent times, Dynamo and Generative Design (GD) have emerged as powerful tools in the architecture and design fields, presenting innovative possibilities. Particularly in handling complex and non-standard geometries, the combination of these two tools offers a robust solution for maximizing efficiency and creativity. This post explores the integration of Dynamo's geometry-based form generation capabilities with Generative Design's optimization algorithms to create uniquely shaped structures and efficiently connect them through routing. Although not a typical staircase, we will examine the process of generating right-angled forms by dividing a specific curve at regular intervals, and applying routing rules based on defined points to Generative Design to achieve optimal results. 1. Geometry-Based Unique Form Generation: Creating a 'Staircase That Isn'...
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Generative Design Finding Layout Shapes [ㄱ, ㄴ, ㄷ, ㅁ]

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test file Download link   Concept for a Form Composition Method for Layout Automation Finding Layout Shapes [ㄱ, ㄴ, ㄷ, ㅁ] I conduct experiments to identify shapes within a site that adheres to basic architectural regulations. From the applied building massing, I extract forms of [ㄱ, ㄴ, ㄷ, ㅁ] and implement a layout algorithm capable of generating either a single building block or multiple building blocks. By arranging three rectangular masses, one or more building blocks can be formed. The three rectangular masses are placed randomly, creating two to three segmented building blocks. Depending on the size and orientation of these rectangles, shapes [ㄱ, ㄴ, ㄷ, ㅁ] are produced.   Preparation for Layout Automation (Building Regulation Related) Securing a Buildable Site Area After Applying Regulations Identify the corner intersection of roads, then find the closest corner point of the site boundary to that intersection. From that...
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