Olga Kononova

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About

Dr. Olga Kononova is a leading figure in the digital transformation of materials science, specializing in the development of structured languages and ontologies for representing inorganic synthesis. Her work addresses a critical bottleneck in the field: the lack of a standardized, machine-readable format for describing how materials are made. Her foundational 2019 paper, "Distilling a Materials Synthesis Ontology," has garnered 41 citations and laid the groundwork for formalizing synthesis knowledge. Building on this, her highly influential 2022 work introduced the Unified Language of Synthesis Actions (ULSA), a groundbreaking framework that provides a consistent vocabulary for describing inorganic synthesis protocols. With 27 citations in just a few years, ULSA is rapidly becoming a cornerstone for creating robust synthesis ontologies and, crucially, for enabling autonomous robotic synthesis. By bridging the gap between human-readable recipes and machine-executable instructions, Kononova’s contributions are not only organizing the vast, chaotic landscape of synthesis data but also paving the way for self-driving laboratories to discover and manufacture novel materials at an unprecedented pace.