November 2025

Journal

Origin of large variations of current on/off ratio and switching voltage in atomically thin memristors: an exascale ab initio transport study

By:
Liang, Liangbo ; Lu, Wenchang; Fatheema, Jameela; Briggs, Emil; Akinwande, Deji; Bernholc, Jerzy; Ganesh, Panchapakesan
Journal Name:
npj 2D Materials and Applications
Page Number:
95
Volume:
9
Issue Number:
1
Publication Date:
November 25, 2025
View DOI Listing:
https://doi.org/10.1038/s41699-025-00611-y

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.