Machine learning-assisted optimization of green L-DOPA extraction from Faba bean (Vicia faba L.) leaf tissues using CatBoost and bootstrap-based uncertainty quantification

Mohammad Danish Jawed Ansari, Sandip Garai, Vasundhara Dhote, K.K. Kanaka, Vijai Pal Bhadana, Sujay Rakshit, Rakesh Kumar Sinha, Sujit Kumar Bishi

Open source

DOI
10.1016/j.compbiolchem.2026.109321
Published
2026-12
Container
Computational Biology and Chemistry
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.compbiolchem.2026.109321,
  title = {Machine learning-assisted optimization of green L-DOPA extraction from Faba bean (Vicia faba L.) leaf tissues using CatBoost and bootstrap-based uncertainty quantification},
  author = {Mohammad Danish Jawed Ansari and Sandip Garai and Vasundhara Dhote and K.K. Kanaka and Vijai Pal Bhadana and Sujay Rakshit and Rakesh Kumar Sinha and Sujit Kumar Bishi},
  year = {2026},
  journal = {Computational Biology and Chemistry},
  doi = {10.1016/j.compbiolchem.2026.109321},
  url = {https://doi.org/10.1016/j.compbiolchem.2026.109321}
}

RIS

TY  - JOUR
TI  - Machine learning-assisted optimization of green L-DOPA extraction from Faba bean (Vicia faba L.) leaf tissues using CatBoost and bootstrap-based uncertainty quantification
AU  - Mohammad Danish Jawed Ansari
AU  - Sandip Garai
AU  - Vasundhara Dhote
AU  - K.K. Kanaka
AU  - Vijai Pal Bhadana
AU  - Sujay Rakshit
AU  - Rakesh Kumar Sinha
AU  - Sujit Kumar Bishi
PY  - 2026
JO  - Computational Biology and Chemistry
DO  - 10.1016/j.compbiolchem.2026.109321
UR  - https://doi.org/10.1016/j.compbiolchem.2026.109321
ER  - 

APA

Ansari, M. D. J., Garai, S., Dhote, V., Kanaka, K., Bhadana, V. P., Rakshit, S., Sinha, R. K., & Bishi, S. K. (2026). Machine learning-assisted optimization of green L-DOPA extraction from Faba bean (Vicia faba L.) leaf tissues using CatBoost and bootstrap-based uncertainty quantification. Computational Biology and Chemistry. https://doi.org/10.1016/j.compbiolchem.2026.109321

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