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A robust force-finding framework for tensegrity structures using gradient-boosting decision trees and Latin hypercube sampling

Yutao He, Jiamin Guo, Huan Ping, Mingliang Zhu, Sujith Mangalathu

2025Structures6 citationsDOI

Topics & Concepts

TensegrityLatin hypercube samplingBoosting (machine learning)Gradient boostingDecision treeSampling (signal processing)Computer scienceHypercubeLatin AmericansArtificial intelligenceStructural engineeringMathematicsEngineeringCombinatoricsStatisticsComputer visionPolitical scienceRandom forestMonte Carlo methodLawFilter (signal processing)Structural Analysis and OptimizationArchitecture and Computational DesignComputational Geometry and Mesh Generation
A robust force-finding framework for tensegrity structures using gradient-boosting decision trees and Latin hypercube sampling | Litcius