Generating Nanoporous Graphene from Point and Stone-Wales Defects: A Study with Dimensionally Restricted Molecular Dynamics (DR-MD)
Ji Wei Yoon

TL;DR
This study uses a novel Dimensionally Restricted Molecular Dynamics method to investigate pore formation in defected graphene, revealing stable structures and formation mechanisms relevant for applications in filtration and energy storage.
Contribution
It introduces DR-MD as a superior simulation technique for defected graphene and elucidates atomistic pore formation mechanisms in nanoporous graphene.
Findings
DR-MD outperforms traditional methods in stability simulations
Identified stable pore configurations in defected graphene
Analyzed formation energies and mechanisms of Stone-Wales defects
Abstract
Defects in graphene are both a boon and a bane for applications - they can induce uncontrollable effects but can also provide novel ways to manipulate the properties of pristine graphene. Nanoporous Graphene, which contains nanoscopic holes, has found impactful applications in sustainability domains, e.g. gas separation, water filtration membranes and battery technologies. For this report, we investigate pore formation in graphene with no defect, one and two mono-vacancies, and two di-vacancies using bespoke Dimensionally Restricted Molecular Dynamics (DR-MD) designed for the purpose. We show DR-MD to be superior to free-standing or substrate suspended configurations for simulating stable defected structures. Applying DR-MD, stable pore configurations are identified, and their formation mechanisms elucidated. We also investigated formation mechanisms due to two Stone-Wales 55-77…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGraphene research and applications · Advancements in Battery Materials · Supercapacitor Materials and Fabrication
