Computational Structural Analysis with Unity and AI

Beschreibung

Create engineering-grade 3D structural analysis application and CAD tools using the Unity engine. This book combines robust programming principles, advanced UI frameworks, and AI-assisted workflows to help you build precision-driven applications beyond gaming.

Structural engineering software has remained largely stagnant for two decades due to these being expensive, rigid, and closed source. However, a new era of "Computational Engineers" is emerging, driven by the need for custom Digital Twins and interactive simulation. This book shows how to implement the Direct Stiffness Method (DSM). It begins by establishing a CAD-like environment, solving the complex coordinate mapping between Game Space (Left Handed) and Engineering Space (Right Handed). It progresses to build a scalable UI framework, advanced 3D modeling tools, parametric template engines, and interoperability bridges for legacy formats (DXF, .DAT).

The book also integrates Generative AI as a core development tool. You will learn how to use AI "Co-Pilots" to write complex sparse matrix solvers, optimize performance (reducing solve times by 300%+), and implement an in-app "AI Agent" that generates 3D structural models from natural language prompts.

Packed with real-world algorithms, AI-assisted coding tips, and step-by-step workflows, the book empowers you to transform Unity into a powerful CAD platform for engineering and design innovation.

You Will:

• Create a professional interface with parametric 3D grids, precision snapping, raycasting, and 2D/3D split-view slicing
• Write a C# class library from scratch that solves the Stiffness Matrix (F = K . d) for 3D frames, handling thermal loads, settlements, and releases
• Learn to use LLM APIs to interpret engineering prompts (e.g., "Build a 40m tower") and procedurally generate the geometry
• Use procedural mesh generation to draw real-time Bending Moment Diagrams and Deformed Shapes with cubic interpolation

Who This Book Is For:

This book is ideal for Unity Developers looking to enter the high-value Industrial/AEC simulation market with intermediate level familiarity with C# and Unity.

Autor*in

Serdar Mermer

Themen in »Computational Structural Analysis with Unity and AI«

Unity 3D C# Structural Analysis Finite Element Method (FEM) Generative AI Computational Design Procedural Generation

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