CRC Press

Artificial Intelligence Assisted Structural Optimization

Original price was: $49.99.Current price is: $4.99.

artificial intelligence, optimization, structural engineering, AI design, computational modeling, machine learning, engineering, smart systems

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Additional information

Additional information

Authors

Adithya Challapalli & Guoqiang Li

Publisher

CRC Press

Published On

2025-08-15

Language

English

Identifiers

doi:9781032508856

Format

pdf

Size (MB)

15.62 MB

Rating

⭐️⭐️⭐️⭐️⭐️ 4.65

Description

 

Introduction

AI Structural Optimization Mastery is your complete guide to understanding how Artificial Intelligence revolutionizes structural design, optimization workflows, and engineering decision-making. This introduction also serves as the meta description, ensuring maximum SEO value while clearly explaining the course’s purpose.

Course Description

In today’s engineering landscape, smart systems accelerate innovation, and this course helps you stay ahead. You will explore how AI-driven algorithms streamline structural modeling, improve material usage, and dramatically reduce the time required for optimization. Additionally, real-world case studies demonstrate how industries use neural networks, machine learning, and evolutionary algorithms to design stronger and more efficient structures.

Moreover, the lessons guide you step by step, ensuring you can apply these methods confidently. You will learn essential concepts such as topology optimization, design heuristics, computational mechanics, and automated performance evaluation. Because the course includes hands-on examples, you quickly understand how to integrate these techniques into your engineering workflow. As a result, you gain advanced skills that enhance your projects, career opportunities, and overall problem-solving ability.

What You’ll Learn

  • Fundamentals of AI-assisted structural design
  • Machine learning applications for engineering optimization
  • Topology optimization and intelligent material selection
  • Using genetic algorithms for structural refinement
  • Practical integration of AI tools into design workflows
  • Real-world case studies and industry applications

Requirements

  • Basic understanding of structural engineering or mechanics
  • Familiarity with engineering software tools
  • Willingness to work through examples and case studies

About the Publication

This course has been created by industry experts with years of experience in structural engineering, AI research, and computational mechanics. Their goal is to simplify complex concepts so learners from academic and professional environments can grow rapidly. Furthermore, the authors contribute regularly to international engineering conferences and journals.

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Additional information

Authors

Adithya Challapalli & Guoqiang Li

Publisher

CRC Press

Published On

2025-08-15

Language

English

Identifiers

doi:9781032508856

Format

pdf

Size (MB)

15.62 MB

Rating

⭐️⭐️⭐️⭐️⭐️ 4.65

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