Machine learning-driven customizable mechanical design of diamond plate lattice metamaterials
Dongquan Wu, Zhao Xu, Enze Wu, Zhuo Yuan, Guo Dizhi, Zhiqiang Zhang
Topics & Concepts
Surrogate modelMetamaterialExtrapolationComputer scienceLattice (music)Bayesian optimizationMechanical engineeringDiamondStiffnessMaterials scienceInverseWedge (geometry)Structural engineeringApproximation errorHyperparameterEngineering design processOffset (computer science)Compressive strengthEfficient energy useRange (aeronautics)Mechanical strengthDesign of experimentsUncertainty quantificationInverse problemLagrange multiplierRelative densityOptimal designCluster analysisDimensionality reductionSpecific strengthEnergy (signal processing)Specific energySimulationAcousticsBayesian probabilityCellular and Composite StructuresTopology Optimization in EngineeringComposite Material Mechanics