journal article·2025-07-23Open access

Promising Alloys for Hydrogen Storage in the Compositional Space of (TiVNb)100– x (Cr,Mo) x High-Entropy Alloys

Andrei Agafonov, Nayely Pineda-Romero, Matthew D. Witman, Veronica Enblom, Martin Sahlberg, Vivian Nassif, Lei Lei, David M. Grant, Martin Dornheim, Sanliang Ling, Vitalie Stavila, Claudia Zlotea

ACS Applied Materials & Interfaces· Volume 17· Issue 29

Abstract

Abstract This study reports on the search for the most promising alloys in the compositional space of (TiVNb)80Cr20–xMox (x = 5, 10, and 15) and (TiVNb)75Cr25–xMox (x = 5, 10, 15, and 20) high-entropy alloys. First, data-driven machine learning applied to these systems predicts that increasing the Mo content destabilizes the enthalpy of the hydride phases. Second, experimental and density functional theory (DFT) validations were performed. The as-prepared alloys have single-phase bcc lattices and rapidly absorb hydrogen to form fcc-type hydrides with a high capacity between 1.6 and 2.0 H/M. Despite a positive effect on the thermodynamics of the hydride phases, increasing the Mo content in these alloys has a negative effect on the maximum capacity. The cycling experiments highlight the need to balance the reversible capacity, cycle life, and crystalline stabilities of these phases. Therefore, considering all these results, the most promising alloy with trade-off properties within the targeted compositional space has been identified to be (TiVNb)75Cr5Mo20 that shows a maximum capacity of 2.6 wt % (1.8 H/M), a reasonable enthalpy of hydride formation (−38.6 kJ/mol H2), and a notable gravimetric reversible capacity of 1.42 wt % at room temperature. To identify the most promising high-entropy alloys for this application, integrated machine learning predictions followed by experimental and DFT validations proved to be an effective strategy.
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Research context

OpenAlex topics: Hydrogen Storage and Materials · High Entropy Alloys Studies · Advanced materials and composites

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Univ. Paris-Est Creteil, CNRS, ICMPE , UMR 7182, 2 Rue Henri Dunant , ,

Sandia National Laboratories , , ,

Uppsala University , , Lägerhyddsvägen 1 , ,

CNRS, Université Grenoble Alpes, Institut Néel , ,

University of Nottingham , , ,

Funding

Engineering and Physical Sciences Research Council · Agence Nationale de la Recherche · Leverhulme Trust · Stiftelsen ?forsk

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