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An Accelerated Process Optimization Method to Minimize Deformations in Composites Using Theory-guided Probabilistic Machine Learning

Caleb Schoenholz, Navid Zobeiry

2023Composites Part A Applied Science and Manufacturing29 citationsDOI

Topics & Concepts

KrigingProcess (computing)Probabilistic logicComputer scienceAerospaceGaussian processMathematical optimizationCharacterization (materials science)Process optimizationStatistical learning theoryMachine learningDomain (mathematical analysis)Artificial intelligenceIndustrial engineeringGaussianSupport vector machineEngineeringMathematicsMaterials scienceAerospace engineeringMathematical analysisOperating systemNanotechnologyEnvironmental engineeringPhysicsQuantum mechanicsMachine Learning in Materials ScienceInjection Molding Process and PropertiesAdvanced Multi-Objective Optimization Algorithms
An Accelerated Process Optimization Method to Minimize Deformations in Composites Using Theory-guided Probabilistic Machine Learning | Litcius