Predicting diameter and tensile strength of electrospun fibers for biomedicine: A comparison of Box-Behnken design, traditional machine learning and deep learning
Arsalan D. Badaraev, Sven Rutkowski, Shadfar Davoodi, Sergei I. Tverdokhlebov
Topics & Concepts
Box–Behnken designUltimate tensile strengthMaterials scienceElectrospinningArtificial neural networkComposite materialLinear regressionFiberOverfittingResponse surface methodologyMachine learningArtificial intelligenceComputer sciencePolymerElectrospun Nanofibers in Biomedical ApplicationsAdvanced Sensor and Energy Harvesting Materials