Michael Sokolov

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 7

Top Topics

Monoclonal Antibody

Machine Learning

Top Venues

Biotechnology progress

Industrial & engineering chemistry research

Molecular pharmaceutics

Biotechnology and bioengineering

This page only lists publications with an associated author ORCID identifier.

Publications

Harini Narayanan, Fabian Dingfelder, Itzel Condado-Morales, Bhargav Patel, Kristine Enemærke Heding, Jais Rose Bjelke, Thomas Egebjerg, Alessandro Butté, Michael Sokolov, Nikolai Lorenzen, Paolo Arosio
Design of Biopharmaceutical Formulations Accelerated by Machine Learning. Molecular pharmaceutics 18 (10) (2021)
Philipp Zürcher, Michael Sokolov, David Brühlmann, Raphael Ducommun, Matthieu Stettler, Jonathan Souquet, Martin Jordan, Hervé Broly, Massimo Morbidelli, Alessandro Butté
Cell culture process metabolomics together with multivariate data analysis tools opens new routes for bioprocess development and glycosylation prediction. Biotechnology progress 36 (5) (2020)
Michael Sokolov
Decision Making and Risk Management in Biopharmaceutical Engineering-Opportunities in the Age of Covid-19 and Digitalization. Industrial & engineering chemistry research 59 (40) (2020)
Harini Narayanan, Lars Behle, Martin F Luna, Michael Sokolov, Gonzalo Guillén-Gosálbez, Massimo Morbidelli, Alessandro Butté
Hybrid-EKF: Hybrid model coupled with extended Kalman filter for real-time monitoring and control of mammalian cell culture. Biotechnology and bioengineering 117 (9) (2020)
Fabian Feidl, Simone Garbellini, Sebastian Vogg, Michael Sokolov, Jonathan Souquet, Hervé Broly, Alessandro Butté, Massimo Morbidelli
A new flow cell and chemometric protocol for implementing in-line Raman spectroscopy in chromatography. Biotechnology progress 35 (5) (2019)
Harini Narayanan, Michael Sokolov, Alessandro Butté, Massimo Morbidelli
Decision Tree-PLS (DT-PLS) algorithm for the development of process: Specific local prediction models. Biotechnology progress 35 (4) (2019)
Michael Sokolov, Jonathan Ritscher, Nicola MacKinnon, Jonathan Souquet, Hervé Broly, Massimo Morbidelli, Alessandro Butté
Enhanced process understanding and multivariate prediction of the relationship between cell culture process and monoclonal antibody quality. Biotechnology progress 33 (5) (2017)