Multidisciplinary Topology Optimization Using Generative Adversarial Networks for Physics-Based Design Enhancement

Keyphrases

• Physics-based 100%
• Design Improvement 100%
• Generative Adversarial Networks 100%
• Multidisciplinary Topology Optimization 100%
• Multiphysics 50%
• Multidisciplinary Design Optimization 50%
• Computational Cost 25%
• Computational Effort 25%
• Topology Optimization 25%
• Network Architecture 25%
• Multiphysics Design 25%
• Thermal Performance 25%
• Structure Optimization 25%
• Gradient-based 25%
• Coupled multiphysics 25%
• Design Optimization Problem 25%
• Multiphysics Analysis 25%
• Physical Field 25%
• Gradient-based Approach 25%
• Physics Design 25%
• Novel Architectures 25%
• Elastic Performance 25%
• Series of Structures 25%
• Thermoelastic Structure 25%

Engineering

• Multidisciplinary Design Optimization 100%
• Computational Effort 50%
• Computational Cost 50%
• Optimal Design 50%
• Optimisation Problem 50%
• Boundary Condition 50%

Physics

• Physics 100%
• Multidisciplinary Design Optimization 28%
• Boundary Condition 14%