Sharanabasava D Hiremath

Scientific Reports article (co-author) presenting DeepRetro, a framework integrating LLMs and retrosynthetic engines to discover viable synthetic routes for complex molecules.

ArXiv preprint (co-author) introducing a neuro-symbolic framework to ground LLM generative capabilities in chemical logic for steerable retrosynthesis.

Describes synthesis and application of a coumarin–TPE AIEgen (TPE-Lac) for sensitive detection of cyanide and nitroaromatics and for cellular imaging; demonstrates low limits of detection and applicability in solution and solid phases.

Reports a CDs–MnO2 FRET-based sensing platform for selective and sensitive detection of hydrazine in aqueous media; details synthesis of carbon dots from potato pulp and characterization of the sensing assembly.