AI-ML applications in bioprocessing: ML as an enabler of real time quality prediction in continuous manufacturing of mAbs
Saxena Nikita, Garima Thakur, Naveen G. Jesubalan, Amey Kulkarni, Vinesh Balakrishnan Yezhuvath, Anurag S. Rathore
Topics & Concepts
Random forestOverfittingComputer scienceProcess analytical technologyMachine learningCritical quality attributesProcess (computing)Artificial intelligenceQuality (philosophy)Decision treeData miningBioprocessEngineeringArtificial neural networkOperations managementEpistemologyChemical engineeringOperating systemPhilosophyDownstream (manufacturing)Fault Detection and Control SystemsMineral Processing and GrindingSpectroscopy and Chemometric Analyses