Evidence map›Paper›PMID 39431483›Full record

ArticleChemSusChem2025

Hydrogen Evolution Reaction of Electrodeposited Ni-W Films in Acidic Medium and Performance Optimization Using Machine Learning.

Roger de Paz-Castany, Konrad Eiler, Aliona Nicolenco, Maria Lekka, Eva García-Lecina, Guillaume Brunin, Gian-Marco Rignanese, David Waroquiers, Thomas Collet, Annick Hubin and 1 more

Abstract read
In one paragraph

Article in ChemSusChem, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

11 authors.

Roger de Paz-CastanyPhysics Department, Universitat Autònoma de Barcelona, Campus de la UAB, 08193, Bellaterra, Cerdanyola del Vallès, Spain.ORCID https://orcid.org/0000-0003-4211-2636
Konrad EilerPhysics Department, Universitat Autònoma de Barcelona, Campus de la UAB, 08193, Bellaterra, Cerdanyola del Vallès, Spain.ORCID https://orcid.org/0000-0001-8648-6395
Aliona NicolencoCIDETEC, Basque Research and Technology Alliance (BRTA), P° Miramón 196, 20014, San Sebastián, Spain.ORCID https://orcid.org/0000-0003-4624-2163
Maria LekkaCIDETEC, Basque Research and Technology Alliance (BRTA), P° Miramón 196, 20014, San Sebastián, Spain.ORCID https://orcid.org/0000-0001-6811-3843
Eva García-LecinaCIDETEC, Basque Research and Technology Alliance (BRTA), P° Miramón 196, 20014, San Sebastián, Spain.ORCID https://orcid.org/0000-0001-8915-840X
Guillaume BruninMatgenix, A6K Advanced Engineering Centre, Sq. des Martyrs 1, 6000, Charleroi, Belgium.ORCID https://orcid.org/0000-0002-5685-4668
Gian-Marco RignaneseMatgenix, A6K Advanced Engineering Centre, Sq. des Martyrs 1, 6000, Charleroi, Belgium.ORCID https://orcid.org/0000-0002-1422-1205
David WaroquiersMatgenix, A6K Advanced Engineering Centre, Sq. des Martyrs 1, 6000, Charleroi, Belgium.ORCID https://orcid.org/0000-0001-8943-9762
Thomas ColletSURF Department, Vrije Universiteit Brussel, Pleinlaan 2, 1050, Brussels, Belgium.ORCID https://orcid.org/0000-0002-5503-6444
Annick HubinSURF Department, Vrije Universiteit Brussel, Pleinlaan 2, 1050, Brussels, Belgium.ORCID https://orcid.org/0000-0002-9966-4493
Eva PellicerPhysics Department, Universitat Autònoma de Barcelona, Campus de la UAB, 08193, Bellaterra, Cerdanyola del Vallès, Spain.ORCID https://orcid.org/0000-0002-8901-0998

Funding

Departament d'Innovació, Universitats i Empresa, Generalitat de Catalunya 2017-SGR-292HORIZON EUROPE Excellent Science 101058076Ministerio de Ciencia e Innovación CER-20231008Ministerio de Ciencia e Innovación Margarita SalasMinisterio de Ciencia e Innovación PID2020-116844RB-C21Ministerio de Ciencia e Innovación PID2020-116844RB-C22
6 · The paper itself

Abstract

Ni-W alloy films were electrodeposited from a gluconate aqueous bath at pH=5.0, at varying current densities and temperatures. While there is little to no difference in composition, i. e., all films possess ~12 at.% W, their activity at hydrogen evolution reaction (HER) in acidic medium is greatly influenced by differences in surface morphology. The kinetics of HER in 0.5 M H

Indexed as

ElectrodepositionHydrogen evolution reactionMachine learningNickel-tungstenSulfuric acid

Identifiers

PMID39431483
PMCPMC11874652

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.