computational-heterogeneous-catalysis

A heterogeneous catalysis workflow is managed by splitting projects into bulk selection, slab construction, adsorbate generation, screening, refinement, and reporting stages while enforcing consistent reference states and artifact paths. This keeps comparative metrics and campaign summaries reproducible.

Inconsistent adsorption energy comparisons usually stem from mismatched reference states, naming conventions, or k-point policies across simulation stages. Enforcing consistent parameter conventions and project-relative artifact path provenance ensures comparative metrics remain valid across alloy surfaces.

Scoping a computational catalysis campaign requires capturing catalyst families, facet policies, adsorbates, target steps, and ranking metrics before execution. Fixing the catalyst set, reaction target, and comparison metric upfront creates a reproducible pipeline for subsequent simulation stages.

The best way to organize screening and refinement stages is keeping them as distinct tiers within the workflow. Separating initial adsorbate screening from final-evidence refinement prevents premature conclusions and maintains evidence standards for manuscript-ready campaign reporting.

Yes, CatMaster local tools integrate with the campaign workflow to manage end-to-end heterogeneous catalysis processes. The system combines CatMaster tool integration with write_note functionality for notes and evidence tracking throughout selection, simulation, screening, and reporting stages.

Manuscript-ready evidence is generated through campaign-level reporting that enforces consistent naming, reference states, and artifact path provenance across all stages. Maintaining distinct screening and final-evidence tiers ensures ranking metrics remain valid for publication.