Search Results - "Gangadharan, Nishanthi"

Online data condensation for digitalised biopharmaceutical processes by Gangadharan, Nishanthi, Cankorur-Cetinkaya, Ayca, Cheeks, Matthew, Routh, Alexander F, Dikicioglu, Duygu

“…•Online and offline data combined leads to informative representation of the bioprocess design space.•Method proposed to condense online data is superior to…”
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Optimal control in chemical engineering: Past, present and future by Nolasco, Eduardo, Vassiliadis, Vassilios S., Kähm, Walter, Adloor, Sai Darshan, Ismaili, Riham Al, Conejeros, Raúl, Espaas, Thomas, Gangadharan, Nishanthi, Mappas, Vasileios, Scott, Felipe, Zhang, Qianyue

“…•Theoretical overview of the field; from calculus of variations to optimal control.•Outline of the main computational methods to solve optimal control…”
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Metaheuristic approaches in biopharmaceutical process development data analysis by Gangadharan, Nishanthi, Turner, Richard, Field, Ray, Oliver, Stephen G., Slater, Nigel, Dikicioglu, Duygu

“…There is a growing interest in mining and handling of big data, which has been rapidly accumulating in the repositories of bioprocess industries…”
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Data intelligence for process performance prediction in biologics manufacturing by Gangadharan, Nishanthi, Sewell, David, Turner, Richard, Field, Ray, Cheeks, Matthew, Oliver, Stephen G, Slater, Nigel K.H., Dikicioglu, Duygu

“…•Time-series ML pipeline for predicting process performance in biologics manufacturing.•Distinguish poor-, moderate, and high-performing processes in first…”
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A heuristic approach to handling missing data in biologics manufacturing databases by Mante, Jeanet, Gangadharan, Nishanthi, Sewell, David J., Turner, Richard, Field, Ray, Oliver, Stephen G., Slater, Nigel, Dikicioglu, Duygu

“…The biologics sector has amassed a wealth of data in the past three decades, in line with the bioprocess development and manufacturing guidelines, and analysis…”
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