Curated dataset compiles thermal stability data for ALD precursors, highlighting measurement inconsistencies.
Atomic layer deposition (ALD) is a critical thin film technology, yet thermal stability data for ALD precursors are scattered across peer-reviewed literature, safety data sheets, and public databases with inconsistent formats. We present a curated dataset compiled by screening approximately 2,000 publications, comprising 1,117 records for ALD precursor compounds, of which 719 (64.4%) include thermal stability measurements, covering 939 unique molecular structures and over 50 elements. Each record is annotated with a canonical SMILES string, source provenance, temperature type, application status classification, ligand class, and data quality flags. A systematic curation workflow identified self-accelerating decomposition temperature contamination (75 entries), extreme outliers (6 entries), and conflicting duplicate measurements (21 groups). The cleaned subset contains 566 validated entries. All data files are deposited in a public repository under CC BY 4.0 license. Descriptive statistics characterize the dataset composition across metal groups and ligand classes, while a baseline predictive model confirms that measurement heterogeneity dominates over structure–property relationships.
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Kwak et al. (2026) studied this question.
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