Decoupling Electric Field and Temperature-Driven Atomistic Forming Mechanisms in TaO <sub> <i>x</i> </sub> /HfO <sub>2</sub> -Based ReRAMs Using Reactive Molecular Dynamics Simulations

Resistive random access memories with a bilayer TaO<sub><i>x</i></sub>/HfO<sub>2</sub> stack structure have shown unique multilevel resistive switching capabilities. However, the physical processes governing their behavior, and specifically the atomistic mechanisms of forming, remain poorly understood. In this work, we present a detailed analysis of the forming mechanism at the atomic level using molecular dynamics simulations. An extended charge equilibration scheme, based on a combination of the charge transfer ionic potential formalism and the electrochemical dynamics with implicit degrees of freedom method, is employed to model the localized effects of applied voltage. Our simulations reveal that tantalum ions exhibit the highest displacement under applied voltage, followed by hafnium ions, while oxygen ions respond only minimally. This results in the formation of a tantalum-depleted, oxygen-rich zone near the positive top electrode, and the clustering of oxygen vacancies near the negative bottom electrode, where the conductive filament nucleates. This ionic segregation partially shields the bulk dielectric from the applied electric field, hindering further migration of ions in the vertical direction. We find that a minimum threshold voltage is required to initiate vacancy clustering. Filament growth proceeds through a localized mechanism, driven by thermally activated generation of oxygen vacancy defects, which are stabilized near the interface between the dielectric matrix and the nucleated filament at the bottom electrode.

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Publication Details

Journal
ACS Applied Materials & Interfaces
Published
2026-01-30
DOI
https://doi.org/10.1021/acsami.5c16414
Citations
1
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
21.93
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article

Decoupling Electric Field and Temperature-Driven Atomistic Forming Mechanisms in TaO x /HfO 2 -Based ReRAMs Using Reactive Molecular Dynamics Simulations

Simanta Lahkar, Matteo Galetta, Aida Todri-Sanial, Marilyne Sousa et al.
1 citations
ACS Applied Materials & Interfaces
Advanced Memory and Neural Computing
21.93
article

Decoupling Electric Field and Temperature-Driven Atomistic Forming Mechanisms in TaO x /HfO 2 -Based ReRAMs Using Reactive Molecular Dynamics Simulations

Simanta Lahkar, Matteo Galetta, Aida Todri-Sanial, Marilyne Sousa, Donato Francesco Falcone, Behnaz Bagheri, Valeria Bragaglia
article en
1 citations

Abstract

Resistive random access memories with a bilayer TaO<sub><i>x</i></sub>/HfO<sub>2</sub> stack structure have shown unique multilevel resistive switching capabilities. However, the physical processes governing their behavior, and specifically the atomistic mechanisms of forming, remain poorly understood. In this work, we present a detailed analysis of the forming mechanism at the atomic level using molecular dynamics simulations. An extended charge equilibration scheme, based on a combination of the charge transfer ionic potential formalism and the electrochemical dynamics with implicit degrees of freedom method, is employed to model the localized effects of applied voltage. Our simulations reveal that tantalum ions exhibit the highest displacement under applied voltage, followed by hafnium ions, while oxygen ions respond only minimally. This results in the formation of a tantalum-depleted, oxygen-rich zone near the positive top electrode, and the clustering of oxygen vacancies near the negative bottom electrode, where the conductive filament nucleates. This ionic segregation partially shields the bulk dielectric from the applied electric field, hindering further migration of ions in the vertical direction. We find that a minimum threshold voltage is required to initiate vacancy clustering. Filament growth proceeds through a localized mechanism, driven by thermally activated generation of oxygen vacancy defects, which are stabilized near the interface between the dielectric matrix and the nucleated filament at the bottom electrode.

ACS Applied Materials & InterfacesVol. 18(5)
Fraunhofer Institute for Integrated Circuits (DE), IBM Research - Zurich (CH), Eindhoven University of Technology (NL)
Peace, Justice and strong institutions
Openalex Percentile: Top 1%
Advanced Memory and Neural Computing
21.93
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