Author

Sameer Sadruddin

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#artificial intelligence Preprint Oct 2026

Agentic schema-guided extraction of materials process knowledge from scientific literature

Materials literature contains detailed experimental knowledge, but procedures, chemical entities and measurements remain difficult to aggregate because they are reported in heterogeneous forms and depend on process-specific context. We present SciKGExtract, a schema-guided framework that combines large-language-model e...

Sameer Sadruddin, Jennifer D'Souza · 0 citations

#artificial intelligence Review Sep 2026

Mined from Scientific Literature: Process Schemas for Atomic Layer Deposition and Etching in Materials Science

Atomic layer deposition (ALD) and atomic layer etching (ALE) are reported heterogeneously across experimental and simulation literature in materials science, hindering comparison and machine-actionable reuse. We present four domain-expert-reviewed JSON Schemas for ALD and ALE experimental and simulation processes. Cura...

Sameer Sadruddin, Eleni Poupaki, Alex Watkins et al. · 0 citations