ArticleSmall (Weinheim an der Bergstrasse, Germany)2026
Accelerated Catalyst Development via Kinetically Controlled Solid-State Laser Synthesis and Automated Electrochemical Screening.
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.
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.
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.
Who cites it
2 citing papers in PubMed.
- Beyond d-Band Catalysis: A Critical Review and Descriptor Framework for Rare-Earth Engineering in Lithium-Sulfur Batteries.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Accelerated Catalyst Development via Kinetically Controlled Solid-State Laser Synthesis and Automated Electrochemical Screening.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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Registered trials
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.