Hydrogen Storage and Materials Peer reviewed

Toward viable H2 storage in Ca decorated low-dimensional materials with insights from reference quantum Monte Carlo

Yasmine S. Al-Hamdani, Dario Alfè, Andrea Zen

The Journal of Chemical Physics | Aug 5, 2026

Abstract

Abstract

Hydrogen technology is set to be a key energy alternative for mitigating pollution and reducing CO2 emissions. However, the current storage mechanism of hydrogen molecules in carbon fiber tanks detracts from the fuel economy of hydrogen in mobile applications, necessitating the development of alternative storage mechanisms. Adsorbing hydrogen in its molecular form (H2) under typical operating conditions of proton exchange membranes can potentially meet storage requirements. However, H2 is the smallest molecule with only two electrons and, therefore, it has very limited propensity to physisorb in a material within the binding energy window of -0.2 to -0.4 eV that is suitable for storage. Calcium atom decorators on graphene have previously shown promise for tunable H2 binding, but the system is thermodynamically unstable toward the formation of calcium hydride. Moreover, the absolute adsorption of H2 is challenging to predict accurately and is typically overestimated with van der Waals inclusive density functional approximations. In this work, we perform state-of-the-art fixed-node diffusion Monte Carlo alongside a selection of density functional approximations for two strategies of anchoring Ca: (i) Ca on boron-doped graphene and (ii) Ca inside carbon nanotubes. We predict reliable Ca and H2 binding energies and establish that Ca is anchored inside carbon nanotubes and on boron-doped graphene, while boosting the H2 adsorption energy. Importantly, the H2 adsorption energy is found to be improved by the anchoring strategies, with the energy inside a Ca decorated carbon nanotube reaching the viable storage window. The reference DMC binding energies provide much-needed benchmarks for developing data-driven methods and guiding experiment in the systematic design of hydrogen storage materials.

Direct answer

What can I do from this paper page?

Use this page to scan "Toward viable H2 storage in Ca decorated low-dimensional materials with insights from reference quantum Monte Carlo" quickly: start with the summary and abstract, then check the authors, source, topics, and related papers. From here, open Scollr to follow Hydrogen Storage and Materials research, save the paper, or map adjacent work.

Authors

Researchers on this paper

Yasmine S. Al-Hamdani

first | Istituto Nazionale di Fisica Nucleare, Sezione di Napoli | ORCID 0000-0001-6346-146X

Dario Alfè

middle | Istituto Nazionale di Fisica Nucleare, Sezione di Napoli | ORCID 0000-0002-9741-8678

Andrea Zen

last | Istituto Nazionale di Fisica Nucleare, Sezione di Napoli | ORCID 0000-0002-7648-4078

Research areas

Follow related topics

Citation

BibTeX

@article{AlHamdani2026Toward,
  title = {Toward viable H2 storage in Ca decorated low-dimensional materials with insights from reference quantum Monte Carlo},
  author = {Yasmine S. Al-Hamdani and Dario Alfè and Andrea Zen},
  journal = {The Journal of Chemical Physics},
  year = {2026},
  doi = {10.1063/5.0337833},
  url = {https://doi.org/10.1063/5.0337833}
}

FAQ

Using this paper in a discovery workflow

How do I find related work for this paper?

Use the related papers and topic links on this page as starting points. In Scollr, you can also open the paper and build a literature map around its references, citing papers, and related work.

How can I keep up with new Hydrogen Storage and Materials research papers?

Follow Hydrogen Storage and Materials research in Scollr. New papers from the topic flow into a personalized feed, and you can save useful studies to revisit later.

Can I cite this paper from this page?

This page includes a static BibTeX block for Toward viable H2 storage in Ca decorated low-dimensional materials with insights from reference quantum Monte Carlo. Always verify the DOI, source, and publication details against the publisher record before submitting a manuscript.

Follow this research in Scollr

Follow the topics and authors behind this paper, save useful studies, and build a literature map when you are ready to go deeper.

Get the app