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Machine learning guided Box–Behnken design optimized green synthesis of carbon nitride nanoparticles with antioxidant activity and low SH-SY5Y cytotoxicity

Crossref DOI link: https://doi.org/10.1038/s41598-025-34769-8

Published Online: 2026-01-07

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Dutta, Sharmistha https://orcid.org/0009-0006-3732-481X
Prabha, Muddobalaiah https://orcid.org/0000-0002-2541-7772
Kiran, R. R. Siva https://orcid.org/0000-0003-1702-4175
Ashoka, Hadagali https://orcid.org/0000-0002-5312-6032
Funding

Funding for this research was provided by:

B.M.S. College of Engineering
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Text and Data Mining valid from 2026-01-07

Version of Record valid from 2026-02-04
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Article History

Received: 11 June 2025

Accepted: 31 December 2025

First Online: 7 January 2026

Declarations

:

: The authors declare no competing interests.

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