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High-performance temperature regulation of nonlinear CSTRs via a hybrid stellar oscillation optimizer and differential evolution-based PID-F control

Crossref DOI link: https://doi.org/10.1038/s41598-026-38354-5

Published Online: 2026-02-07

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

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