<scp>BioOps</scp> : Enabling <scp>MLOps</scp> for scalable and flexible model‐centric process control in biopharmaceutical development

Shu Yang, Edwin M. Shen, Piyush Agarwal, Amer Al Lozi, Isaac Snodgrass, Anas Husain, Victor Martins, Jordan Garry, Jennifer Klemisch, Mariah Brantley, Vaishnavi Cheripally, Pranathi Ravikumar, Derrick Ruble, Hongheng Keo, Kevin Callahan, John Coyne, Wenge Wang, Jennifer Romine, Jeremy Shaver, Bhanu Chandra Mulukutla, William Fahey, Reza Kamyar

Open source

DOI: 10.1002/btpr.88556
Published: 2026-09-15
Container: Biotechnology Progress
Publisher: Wiley
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1002/btpr.88556,
  title = {<scp>BioOps</scp>
                    : Enabling
                    <scp>MLOps</scp>
                    for scalable and flexible model‐centric process control in biopharmaceutical development},
  author = {Shu Yang and Edwin M. Shen and Piyush Agarwal and Amer Al Lozi and Isaac Snodgrass and Anas Husain and Victor Martins and Jordan Garry and Jennifer Klemisch and Mariah Brantley and Vaishnavi Cheripally and Pranathi Ravikumar and Derrick Ruble and Hongheng Keo and Kevin Callahan and John Coyne and Wenge Wang and Jennifer Romine and Jeremy Shaver and Bhanu Chandra Mulukutla and William Fahey and Reza Kamyar},
  year = {2026},
  journal = {Biotechnology Progress},
  doi = {10.1002/btpr.88556},
  url = {https://doi.org/10.1002/btpr.88556}
}

RIS

TY  - JOUR
TI  - <scp>BioOps</scp>
                    : Enabling
                    <scp>MLOps</scp>
                    for scalable and flexible model‐centric process control in biopharmaceutical development
AU  - Shu Yang
AU  - Edwin M. Shen
AU  - Piyush Agarwal
AU  - Amer Al Lozi
AU  - Isaac Snodgrass
AU  - Anas Husain
AU  - Victor Martins
AU  - Jordan Garry
AU  - Jennifer Klemisch
AU  - Mariah Brantley
AU  - Vaishnavi Cheripally
AU  - Pranathi Ravikumar
AU  - Derrick Ruble
AU  - Hongheng Keo
AU  - Kevin Callahan
AU  - John Coyne
AU  - Wenge Wang
AU  - Jennifer Romine
AU  - Jeremy Shaver
AU  - Bhanu Chandra Mulukutla
AU  - William Fahey
AU  - Reza Kamyar
PY  - 2026
JO  - Biotechnology Progress
DO  - 10.1002/btpr.88556
UR  - https://doi.org/10.1002/btpr.88556
ER  -

APA

Yang, S., Shen, E. M., Agarwal, P., Lozi, A. A., Snodgrass, I., Husain, A., Martins, V., Garry, J., Klemisch, J., Brantley, M., Cheripally, V., Ravikumar, P., Ruble, D., Keo, H., Callahan, K., Coyne, J., Wang, W., Romine, J., Shaver, J., Mulukutla, B. C., Fahey, W., & Kamyar, R. (2026). <scp>BioOps</scp> : Enabling <scp>MLOps</scp> for scalable and flexible model‐centric process control in biopharmaceutical development. Biotechnology Progress. https://doi.org/10.1002/btpr.88556

Source records

crossref · retrieved 2026-09-25T02:30:52.306Z