A reagent-centred thermal control system driven by a cascade temperature control algorithm for high-speed PCR

= 0.9965) and amplification efficiency (109.8%). The proposed reagent-centred control framework offers a scalable pathway for developing high-throughput PCR and molecular diagnostic instruments, supporting fast, accurate, and scalable nucleic acid testing.