Narayanan H - Search Results

1

Machine Learning for Biologics: Opportunities for Protein Engineering, Developability, and Formulation.

Narayanan H, Dingfelder F, Butté A, Lorenzen N, Sokolov M, Arosio P. Narayanan H, et al. Trends Pharmacol Sci. 2021 Mar;42(3):151-165. doi: 10.1016/j.tips.2020.12.004. Epub 2021 Jan 23. Trends Pharmacol Sci. 2021. PMID: 33500170 Review.

2

Accelerated Bioprocess Development of Endopolygalacturonase-Production with Saccharomyces cerevisiae Using Multivariate Prediction in a 48 Mini-Bioreactor Automated Platform.

Sawatzki A, Hans S, Narayanan H, Haby B, Krausch N, Sokolov M, Glauche F, Riedel SL, Neubauer P, Cruz Bournazou MN. Sawatzki A, et al. Among authors: narayanan h. Bioengineering (Basel). 2018 Nov 21;5(4):101. doi: 10.3390/bioengineering5040101. Bioengineering (Basel). 2018. PMID: 30469407 Free PMC article.

3

Decision Tree-PLS (DT-PLS) algorithm for the development of process: Specific local prediction models.

Narayanan H, Sokolov M, Butté A, Morbidelli M. Narayanan H, et al. Biotechnol Prog. 2019 Jul;35(4):e2818. doi: 10.1002/btpr.2818. Epub 2019 Apr 25. Biotechnol Prog. 2019. PMID: 30969466

4

A new generation of predictive models: The added value of hybrid models for manufacturing processes of therapeutic proteins.

Narayanan H, Sokolov M, Morbidelli M, Butté A. Narayanan H, et al. Biotechnol Bioeng. 2019 Oct;116(10):2540-2549. doi: 10.1002/bit.27097. Epub 2019 Jul 21. Biotechnol Bioeng. 2019. PMID: 31237678

5

Hybrid-EKF: Hybrid model coupled with extended Kalman filter for real-time monitoring and control of mammalian cell culture.

Narayanan H, Behle L, Luna MF, Sokolov M, Guillén-Gosálbez G, Morbidelli M, Butté A. Narayanan H, et al. Biotechnol Bioeng. 2020 Sep;117(9):2703-2714. doi: 10.1002/bit.27437. Epub 2020 Jun 16. Biotechnol Bioeng. 2020. PMID: 32436988

6

Hybrid Models for the simulation and prediction of chromatographic processes for protein capture.

Narayanan H, Seidler T, Luna MF, Sokolov M, Morbidelli M, Butté A. Narayanan H, et al. J Chromatogr A. 2021 Aug 2;1650:462248. doi: 10.1016/j.chroma.2021.462248. Epub 2021 May 13. J Chromatogr A. 2021. PMID: 34087519

7

Design of Biopharmaceutical Formulations Accelerated by Machine Learning.

Narayanan H, Dingfelder F, Condado Morales I, Patel B, Heding KE, Bjelke JR, Egebjerg T, Butté A, Sokolov M, Lorenzen N, Arosio P. Narayanan H, et al. Mol Pharm. 2021 Oct 4;18(10):3843-3853. doi: 10.1021/acs.molpharmaceut.1c00469. Epub 2021 Sep 14. Mol Pharm. 2021. PMID: 34519511 Free article.

8

Improving extracellular vesicles production through a Bayesian optimization-based experimental design.

Bader J, Narayanan H, Arosio P, Leroux JC. Bader J, et al. Among authors: narayanan h. Eur J Pharm Biopharm. 2023 Jan;182:103-114. doi: 10.1016/j.ejpb.2022.12.004. Epub 2022 Dec 13. Eur J Pharm Biopharm. 2023. PMID: 36526027 Free article.

9

Automation of slide coverslipping for large tissue sections.

Narayanan H, Chandrasekaran S, Vasan JK, Kumarasami R, Sivaprakasam M, Joseph J. Narayanan H, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340000. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38083175

10

Carbon footprint of inhalation and total intravenous anaesthesia for paediatric anaesthesia: a modelling study. Response to Br J Anaesth 2023; 130: e443-4.

Narayanan H, Pierce JMT, Shelton C. Narayanan H, et al. Br J Anaesth. 2023 Aug 31:S0007-0912(23)00389-6. doi: 10.1016/j.bja.2023.07.012. Online ahead of print. Br J Anaesth. 2023. PMID: 37659874 No abstract available.

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