Evidence map›Paper›PMID 41917436›Full record

ArticleScientific reports2026

Breaking HER limits with Ni@B

Naveen Kosar, Saira Rafiq, Sumayya M Ansari, Mona A Aziz Aljar, Muhammad Imran, Ahmad Hasan, Imran Malik, Tariq Mahmood, Adnan Younis

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Naveen KosarChemistry Department, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia. naveen.kosar@umt.edu.pk.
Saira RafiqDepartment of Chemistry, University of Management and Technology (UMT), C-11, Johar Town, Lahore, Pakistan.
Sumayya M AnsariDepartment of Physics, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
Mona A Aziz AljarDepartment of Chemistry, College of Science, University of Bahrain, Sakhir, 32038, Bahrain.
Muhammad ImranResearch Center for Advanced Materials Science (RCAMS), Chemistry Department, Faculty of Science, King Khalid University, P.O. Box 9004, Abha, 61413, Saudi Arabia.
Ahmad HasanDepartment of Physics, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
Imran MalikDepartment of Basic Sciences, Deanship of Preparatory Year and Supporting Studies, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam, 34212, Saudi Arabia.
Tariq MahmoodDepartment of Chemistry, College of Science, University of Bahrain, Sakhir, 32038, Bahrain. tmahmood@uob.edu.bh.
Adnan YounisDepartment of Physics, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates. adnaanyounis@yahoo.com.

Funding

United Arab Emirates University 12S227
6 · The paper itself

Abstract

The hydrogen evolution reaction (HER) has emerged as a key process in the pursuit of sustainable alternatives to nonrenewable fuels. Single-atom catalysts (SACs) are particularly promising for HER electrocatalysis due to their exceptional atom utilization, high electrical conductivity, and thermal stability. In this study, we systematically evaluated the catalytic potential of late first-row transition metal-decorated TM@B40 (TM = Zn, Fe, Co, Cu, and Ni) complexes as SACs for HER using density functional theory (DFT) and ab initio molecular dynamic (AIMD) calculations. The interaction energies (Eint of these complexes ranged from − 1.16 to -3.72 eV at B3LYP-D3/6–31 + G (d) method in aqueous phase, confirming their thermodynamic stability. Notably, Ni@B40 and Cu@B40 exhibited the lowest Gibb’s free energy of -0.01 eV and 0.01 eV, respectively, identifying them as the most efficient HER catalysts. The H-Ni@B40 and H-Cu@B40 complexes further demonstrated a favorable hydrogen adsorption energy (ΔEH*) of -0.29 eV and − 0.25 eV, reinforcing their stability. Density of states (DOS) analysis revealed the formation of new energy states upon hydrogen adsorption, facilitating charge transfer between Ni@B40 and H, in agreement with frontier molecular orbital (FMO) analysis. These findings underscore the potential of TM@B40 complexes as highly efficient SACs for HER, offering a viable strategy for designing cost-effective and high-performance electrocatalysts for hydrogen production.

Indexed as

B40DFTHERSACSustainability

Identifiers

PMID41917436
PMCPMC13187495

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