Origin of large variations of current on/off ratio and switching voltage in atomically thin memristors: an exascale ab initio transport study
Abstract Nonvolatile resistive switching in two-dimensional monolayers opens a new avenue for high-density memory/computing devices. However, questions remain as to why the current on/off ratio and switching voltage vary significantly among different devices. Here, we simulate electronic transport of large systems consisting of a h-BN monolayer sandwiched by gold electrodes, enabled by an implementation of the nonequilibrium Green’s function method in the exascale density functional theory (DFT) code: Real-space MultiGrid. Systematic calculations reveal that the wide range of on/off ratios is due to variations in interface distances between the electrode and h-BN that significantly modulate their wavefunction overlap. In addition, DFT calculations demonstrate that the energy barrier of a gold atom dissociating from the electrode to h-BN increases dramatically with the interface distance, thereby explaining the strong dependence of the switching voltage on distance. Our work demonstrates the significance of interface distance in governing the current on/off ratio and switching voltage.
Authors
- E. L. Briggs (ORCID: https://orcid.org/0000-0003-4398-3492)
- Jameela Fatheema (ORCID: https://orcid.org/0000-0001-5502-1114)
- Panchapakesan Ganesh (ORCID: https://orcid.org/0000-0002-7170-2902)
- Wenchang Lu (ORCID: https://orcid.org/0000-0002-3105-0014)
- Deji Akinwande (ORCID: https://orcid.org/0000-0001-7133-5586)
- J. Bernholc (ORCID: https://orcid.org/0000-0002-9981-8851)
- Liangbo Liang (ORCID: https://orcid.org/0000-0003-1199-0049)
Institutions
- Oak Ridge National Laboratory (US)
- North Carolina State University (US)
- The University of Texas at Austin (US)
Publication Details
- Journal
- npj 2D Materials and Applications
- Published
- 2025-11-13
- DOI
- https://doi.org/10.1038/s41699-025-00611-y
- Primary Topic
- Advanced Memory and Neural Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation
- U.S. Department of Energy
- National Energy Research Scientific Computing Center
- Office of Science
- Office of Naval Research
- Oak Ridge National Laboratory