The applications of Machine learning (ML) in designing dry powder for inhalation by using thin-film-freezing technology
Junhuang Jiang, Han-Hsuan Peng, Zhenpei Yang, Xiangyu Ma, Sawittree Sahakijpijarn, Chaeho Moon, Defang Ouyang, Robert O. Williams
Topics & Concepts
Mean absolute percentage errorAerosolMachine learningParticle sizeDry-powder inhalerNebulizerArtificial neural networkMaterials scienceScanning electron microscopeArtificial intelligenceParticle (ecology)Process engineeringComputer scienceChemistryComposite materialChemical engineeringEngineeringMedicineOrganic chemistryAnesthesiaOceanographyInhalerInternal medicineAsthmaGeologyInhalation and Respiratory Drug DeliveryMicrofluidic and Bio-sensing TechnologiesCyclone Separators and Fluid Dynamics