Author

Y. Sakumura

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioengineering· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

K. Kunida· 1 shared T. Ohkubo· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioengineering

K. Kunida

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioengineeringbioRxivDec 28, 2022

On-line reoptimization of mammalian fed-batch culture using a nonlinear model predictive controller

T. Ohkubo, Y. Sakumura, K. Kunida

This study demonstrates the use of a nonlinear model predictive controller (NLMPC) to reoptimize feeding trajectories in mammalian fed-batch cultures, showing improved mAb yield despite process-model mismatch.

DOI 10.1007/s00354-023-00235-0

deep learningstatistical model

𝕏 PostBluesky