Go with the flow: deep learning methods for autonomous viscosity estimations
Michael Walker, Gabriella Pizzuto, Hatem Fakhruldeen, Andrew I. Cooper
Abstract
An autonomous viscosity estimation using a dexterous dual-armed collaborative robot and a three dimensional convolutional neural network model that strongly outperforms human abilities.
Topics & Concepts
Convolutional neural networkViscosityArtificial intelligenceComputer scienceViscometerWorkflowMachine learningMotion (physics)Property (philosophy)Artificial neural networkMaterials scienceDatabasePhilosophyComposite materialEpistemologyMachine Learning in Materials ScienceData Stream Mining TechniquesMetabolomics and Mass Spectrometry Studies