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

arXiv 2609.12139 ↗First posted 10 Sep 2026cs.AI cond-mat.mtrl-scicited by 0

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Abstract (arXiv)

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. Curated with schema-miner and grounded in QUDT using schema-miner pro, the schemas structure materials, process conditions, configurations , and measured or predicted results. We compare their scope, structure, and semantic grounding, and demonstrate their use for schema-guided literature extraction and publication of structured records through ORKG templates.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 2 of its 20 references that are in the map. First posted on arXiv 10 Sep 2026.

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References · 2

  1. 2025LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Modelscited by 9
  2. 2026OntoLearner: A Modular Python Library for Ontology Learning with Large Language Modelscited by 3

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