Evidence map›Paper›PMID 41451517›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

Accelerated Catalyst Development via Kinetically Controlled Solid-State Laser Synthesis and Automated Electrochemical Screening.

Mattis Goßler, Huize Wang, Joanna Przybysz, Faisal Gabi Sameer Aldabain, A Lucía Morales, Andreas Körner, Andreas Göpfert, Andreas Hutzler, Serhiy Cherevko, Marc Ledendecker

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

10 authors.

Mattis GoßlerHelmholtz Institute Erlangen-Nürnberg For Renewable Energy, Forschungszentrum Jülich GmbH, Erlangen, Germany.ORCID https://orcid.org/0009-0005-4189-4260
Huize WangHelmholtz Institute Erlangen-Nürnberg For Renewable Energy, Forschungszentrum Jülich GmbH, Erlangen, Germany.
Joanna PrzybyszHelmholtz Institute Erlangen-Nürnberg For Renewable Energy, Forschungszentrum Jülich GmbH, Erlangen, Germany.
Faisal Gabi Sameer AldabainDepartment Chemical and Biological Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
A Lucía MoralesHelmholtz Institute Erlangen-Nürnberg For Renewable Energy, Forschungszentrum Jülich GmbH, Erlangen, Germany.
Andreas KörnerHelmholtz Institute Erlangen-Nürnberg For Renewable Energy, Forschungszentrum Jülich GmbH, Erlangen, Germany.
Andreas GöpfertHelmholtz Institute Erlangen-Nürnberg For Renewable Energy, Forschungszentrum Jülich GmbH, Erlangen, Germany.
Andreas HutzlerHelmholtz Institute Erlangen-Nürnberg For Renewable Energy, Forschungszentrum Jülich GmbH, Erlangen, Germany.
Serhiy CherevkoHelmholtz Institute Erlangen-Nürnberg For Renewable Energy, Forschungszentrum Jülich GmbH, Erlangen, Germany.
Marc LedendeckerHelmholtz Institute Erlangen-Nürnberg For Renewable Energy, Forschungszentrum Jülich GmbH, Erlangen, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wet chemical methods are widely employed for nanoparticle synthesis. While offering a high degree of tunability, they often require surfactants, high-temperature processing, and large solvent volumes. Here, we present a rapid, ambient-condition laser-based synthesis method for supported metal nanoparticles, enabling precise control over particle size and distribution homogeneity, the critical parameters in catalytic performance. By tuning laser fluence through power and scanning speed, we systematically explore the crystallite size distribution of platinum, palladium, and iridium nanoparticles supported on carbon. To accommodate the potentially high-throughput nature of laser synthesis, X-ray diffraction (XRD) data are analyzed via automated Rietveld refinement, which provides fast, consistent, and quantitative insights into crystallite size and distribution, further validated by scanning transmission electron microscopy (STEM). Real-time thermal imaging reveals material-specific decomposition thresholds, correlating laser parameters with nanoparticle formation dynamics. Integration with an automated scanning flow cell inductively coupled plasma mass spectrometry (SFC-ICP-MS) platform demonstrates the method's compatibility with high-throughput electrochemical screening, exemplified by stability testing of platinum catalysts for the oxygen reduction reaction (ORR). This approach offers a scalable and generalizable route for rapid catalyst discovery across diverse materials systems.

Indexed as

accelerating catalyst developmentautomationelectrocatalysislaser‐induced synthesisnanoparticles

Identifiers

PMID41451517
PMCPMC12910419

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.