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A mechanics-based data-free Problem Independent Machine Learning (PIML) model for large-scale structural analysis and design optimization

Mengcheng Huang, Chang Liu, Yilin Guo, Linfeng Zhang, Zongliang Du, Xu Guo, Xu Guo

2024Journal of the Mechanics and Physics of Solids26 citationsDOI

Topics & Concepts

Scale (ratio)Computer scienceMathematical optimizationIndustrial engineeringApplied mathematicsMathematicsEngineeringPhysicsQuantum mechanicsTopology Optimization in EngineeringStructural Health Monitoring TechniquesProbabilistic and Robust Engineering Design
A mechanics-based data-free Problem Independent Machine Learning (PIML) model for large-scale structural analysis and design optimization | Litcius