Systems Biology: Identifiability Analysis and Parameter Identification via Systems-Biology-Informed Neural Networks
Mitchell Daneker, Zhen Zhang, George Em Karniadakis, Lu Lu
Topics & Concepts
IdentifiabilityOdeIdentification (biology)Ordinary differential equationArtificial neural networkComputer scienceSystem identificationEstimation theorySystems biologyMachine learningArtificial intelligenceDifferential equationApplied mathematicsBiologyMathematicsAlgorithmComputational biologyData miningBotanyMeasure (data warehouse)Mathematical analysisGene Regulatory Network AnalysisCell Image Analysis TechniquesMicrobial Metabolic Engineering and Bioproduction