Evidence map›Paper›PMID 40772666›Full record

ArticleAngewandte Chemie (International ed. in English)2025

Efficient Electronic-Structure Methods Toward Catalyst Screening: Projection-Based Embedding Theory for CO

Elena Kolodzeiski, Christopher J Stein

Abstract read
In one paragraph

Article in Angewandte Chemie (International ed. in English), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Elena KolodzeiskiDepartment of Chemistry, TUM School of Natural Sciences, Technical University of Munich, Garching, Germany.ORCID https://orcid.org/0000-0002-9698-3886
Christopher J SteinDepartment of Chemistry, TUM School of Natural Sciences, Technical University of Munich, Garching, Germany.ORCID https://orcid.org/0000-0003-2050-4866

Funding

DFG CRC 1487(443703006)DFG EXC 2089/1-390776260
6 · The paper itself

Abstract

Catalyst screening is a demanding task for computational chemistry since the profound diversity of surface structures under operando conditions is accompanied by high demands on the accuracy to predict the relevant kinetics. Embedding approaches that allow researchers to focus the computational effort on the chemically active regions of interest are promising tools in the pursuit of balancing accuracy and efficiency. However, for metallic catalysts, the required separation of the system into an active part treated with highly accurate methods and an environment is technically hard to achieve due to the delocalization of electrons in the conducting surface. Therefore, studies analyzing the potential of embedding methods for heterogeneous (electro-)catalyst screening are scarce. In this contribution, we demonstrate that simple embedding approaches are indeed achievable for studying metallic catalysts if i) the active orbital space is held consistent over a reaction coordinate and ii) the nonadditive exchange-correlation functional used to calculate the embedding potential includes a fraction of exact exchange to mitigate delocalization errors. We verify the approach for a set of open- and closed-shell CO

Indexed as

CO2 conversionHeterogeneous catalysisQuantum‐chemical calculationsQuantum embeddingReactivity studies

Identifiers

PMID40772666
PMCPMC12435423

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.