Evidence map›Paper›PMID 31041303›Full record

ArticleFrontiers in chemistry2019

Bridging the Homogeneous-Heterogeneous Divide: Modeling Spin for Reactivity in Single Atom Catalysis.

Fang Liu, Tzuhsiung Yang, Jing Yang, Eve Xu, Akash Bajaj, Heather J Kulik

Abstract read
In one paragraph

Article in Frontiers in chemistry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
  2. Identification of Ni-NJournal of the American Chemical Society · 2025
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  3. Article
  4. Review
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  6. Article
  7. Article
  8. Review
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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

6 authors.

Fang LiuDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.
Tzuhsiung YangDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.
Jing YangDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.
Eve XuDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.
Akash BajajDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.
Heather J KulikDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single atom catalysts (SACs) are emergent catalytic materials that have the promise of merging the scalability of heterogeneous catalysts with the high activity and atom economy of homogeneous catalysts. Computational, first-principles modeling can provide essential insight into SAC mechanism and active site configuration, where the sub-nm-scale environment can challenge even the highest-resolution experimental spectroscopic techniques. Nevertheless, the very properties that make SACs attractive in catalysis, such as localized

Indexed as

catalysisdensity functional theorysingle atom catalysisspin state crossovertransition metal chemistry

Identifiers

PMID31041303
PMCPMC6476907

What OpenQuestion holds

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Registered trials

None linked

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.