mat-synthesis-recommendation

Find experimentally validated synthesis routes by querying the Materials Project text-mined synthesis database for a target inorganic formula. The Skill searches literature records and returns ranked recipe candidates with precursors, procedures, reaction equations, and DOI references.

Synthesis recipes are ranked using practical heuristics that prioritize fewer precursors for simplicity, lower synthesis temperatures for ease, and common synthesis types. This ordering helps researchers quickly shortlist low-precursor, lower-temperature routes to guide lab planning.

Yes, you need an MP_API_KEY configuration to access the Materials Project API. The Skill queries this API to retrieve text-mined synthesis recipes, requiring the key for authentication before returning ranked recipe candidates.

Yes, you can use it for planning material fabrication steps in battery cathodes, ceramics, and other inorganic systems. Given a target composition like LiCoO2 or LiFePO4, it shortlists candidate precursors and procedures sourced from literature.

The JSON output includes up to 10 ranked synthesis recipes containing precursors, step-by-step procedures, reaction equations when available, and DOI links to source papers. This experiment-oriented output provides actionable recipe candidates for lab planning and procurement.

Text-mined literature records depend on the availability and accuracy of the Materials Project synthesis database. Filtering on synthesis type and temperature is limited when such data is unavailable in the source papers, which may affect ranking precision for certain inorganic formulas.