Physics-constrained multi-objective bayesian optimization to accelerate 3d printing of thermoplastics
Kianoosh Sattari, Yuchao Wu, Zhenru Chen, Alireza Mahjoubnia, Changhua Su, Jian Lin
Topics & Concepts
Bayesian optimizationMonomerMaterials scienceConstraint (computer-aided design)Glass transitionSet (abstract data type)3D printingPhotopolymerToughnessBayesian probabilityUltimate tensile strengthMechanical engineeringComputer sciencePolymerComposite materialArtificial intelligenceEngineeringProgramming languageMachine Learning in Materials ScienceAdditive Manufacturing and 3D Printing TechnologiesAdvanced Multi-Objective Optimization Algorithms