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Record W4415498899 · doi:10.53063/synsint.2025.53296

A review of enhanced hydrogen storage in MgH2: the role of high-energy reactive ball milling and catalysis

2025· article· W4415498899 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSynthesis and Sintering · 2025
Typearticle
Language
FieldMaterials Science
TopicHydrogen Storage and Materials
Canadian institutionsnot available
Fundersnot available
KeywordsHydrogen storageBall millCatalysisHydrogenHydrideMagnesium hydrideEnergy storageHydrogen fuel

Abstract

fetched live from OpenAlex

Due to its significant hydrogen capacity (7.6 wt%), availability, and reversibility, magnesium hydride (MgH2) is considered one of the most promising solid-state hydrogen storage materials, making it attractive for sustainable energy systems. The excellent thermodynamic stability and slow absorption/desorption kinetics, which require elevated operating temperatures, limit its practical application. This paper addresses the important issue of how advanced synthesis methods, specifically high-energy reactive ball milling and catalytic doping, can overcome inherent challenges and enable the practical use of MgH2 for hydrogen storage. The methodology adopted is a systematic and integrative review of state-of-the-art experimental and theoretical studies, focusing on thermodynamic and kinetic fundamentals, synthesis routes, catalytic additives, and nanostructuring strategies. Results indicate that high-energy ball milling significantly improves hydrogen diffusion by reducing particle sizes to the nanoscale and lowering the desorption onset temperature by approximately 45 °C. Catalysts such as 2 mol% Nb2O5 further reduce activation energy barriers, enabling rapid hydrogen release of 6.4 wt% in 114 s, while polymorphic transitions (γ-MgH2 formation) enhance structural stability. Despite these advances, challenges such as grain coarsening and cycling capacity loss remain, highlighting the importance of nanoencapsulation, alloying, and scalable fabrication techniques. In conclusion, the review provides a critical framework for understanding the synergistic role of ball milling and catalysis in tailoring MgH2 properties and outlines future research directions toward efficient, scalable, and application-ready hydrogen storage systems.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.044
Threshold uncertainty score0.908

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.006
GPT teacher head0.227
Teacher spread0.221 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it