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Investigating effective nanomaterials for the detection of hydroxyurea anticancer drugs is essential for promoting human health and safeguarding environmental integrity. This research utilized first-principles estimations for examining the adhesion and electronic characteristics of hydroxyurea (HU) on both pristine and Si-decorated innovative two-dimensional boron nitride allotrope, known as Irida analogous (Ir-BNNS). Analyzing the adsorption energy revealed that the HU molecule has a significant interaction (E ad  = -1.27 eV) with the Si@Ir-BNNS, whereas it has weak interaction P-Ir-BN. Moreover, the analysis of the electron density distributions was conducted to investigate the microcosmic interaction mechanism between HU and Ir-BNNS. The Si@Ir-BNNS was highly sensitive to HU due to the observable alterations in the electrical conductance and magnetism. At ambient temperature, the Si@Ir-BNNS had a recovery time of 5.96 ms towards HU molecules. The DFT estimations can be conducive to exploring the applications of Si@Ir-BNNS in effectively sensing HU., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2025 Elsevier Inc. All rights reserved.)