Actuation performance of a photo-bending crystal modeled by machine learning-based regression
Kazuki Ishizaki, Ryota Sugimoto, Yuki Hagiwara, Hideko Koshima, Takuya Taniguchi, Toru Asahi
Abstract
The bending deflection and blocking force of photo-bending crystals of different sizes were experimentally measured at various light intensities, and then modeled by the machine learning-based regression.
Topics & Concepts
Deflection (physics)BendingMaterials scienceRegression analysisStructural engineeringOpticsComputer scienceComposite materialMachine learningEngineeringPhysicsPhotochromic and Fluorescence ChemistryPhotonic Crystals and ApplicationsAdvanced Sensor and Energy Harvesting Materials