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A physics-informed neural network-based surrogate framework to predict moisture concentration and shrinkage of a plant cell during drying

Chanaka Batuwatta-Gamage, Charith Rathnayaka, H.C.P. Karunasena, W.D.C.C. Wijerathne, Hyogu Jeong, Zachary G. Welsh, Azharul Karim, Yuantong Gu

2022Journal of Food Engineering57 citationsDOI

Topics & Concepts

ShrinkageArtificial neural networkBiological systemMoistureProcess (computing)Water contentComputer scienceFeedforward neural networkArtificial intelligenceMaterials scienceMachine learningEngineeringComposite materialBiologyGeotechnical engineeringOperating systemHeat Transfer MechanismsHeat Transfer and OptimizationFood Drying and Modeling
A physics-informed neural network-based surrogate framework to predict moisture concentration and shrinkage of a plant cell during drying | Litcius