Robust Simulations of Nanoscale Phase Change Memory: Dynamics and Retention
A robust simulation framework was developed for nanoscale phase change memory (PCM) cells. Starting from the reaction rate theory, the dynamic nucleation was simulated to capture the evolution of the cluster population. To accommodate the non-uniform critical sizes of nuclei due to the non-isotherma...
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2021
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oai:doaj.org-article:88851080bed84e9e8f63781eeebfc8fb2021-11-25T18:31:02ZRobust Simulations of Nanoscale Phase Change Memory: Dynamics and Retention10.3390/nano111129452079-4991https://doaj.org/article/88851080bed84e9e8f63781eeebfc8fb2021-11-01T00:00:00Zhttps://www.mdpi.com/2079-4991/11/11/2945https://doaj.org/toc/2079-4991A robust simulation framework was developed for nanoscale phase change memory (PCM) cells. Starting from the reaction rate theory, the dynamic nucleation was simulated to capture the evolution of the cluster population. To accommodate the non-uniform critical sizes of nuclei due to the non-isothermal conditions during PCM cell programming, an improved crystallization model was proposed that goes beyond the classical nucleation and growth model. With the above, the incubation period in which the cluster distributions reached their equilibrium was captured beyond the capability of simulations with a steady-state nucleation rate. The implications of the developed simulation method are discussed regarding PCM fast SET programming and retention. This work provides the possibility for further improvement of PCM and integration with CMOS technology.Feilong DingDeqi DongYihan ChenXinnan LinLining ZhangMDPI AGarticlephase change memorydynamic nucleationfast SET programmingCMOS integrationsretention failureChemistryQD1-999ENNanomaterials, Vol 11, Iss 2945, p 2945 (2021) |
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DOAJ |
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DOAJ |
language |
EN |
topic |
phase change memory dynamic nucleation fast SET programming CMOS integrations retention failure Chemistry QD1-999 |
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phase change memory dynamic nucleation fast SET programming CMOS integrations retention failure Chemistry QD1-999 Feilong Ding Deqi Dong Yihan Chen Xinnan Lin Lining Zhang Robust Simulations of Nanoscale Phase Change Memory: Dynamics and Retention |
description |
A robust simulation framework was developed for nanoscale phase change memory (PCM) cells. Starting from the reaction rate theory, the dynamic nucleation was simulated to capture the evolution of the cluster population. To accommodate the non-uniform critical sizes of nuclei due to the non-isothermal conditions during PCM cell programming, an improved crystallization model was proposed that goes beyond the classical nucleation and growth model. With the above, the incubation period in which the cluster distributions reached their equilibrium was captured beyond the capability of simulations with a steady-state nucleation rate. The implications of the developed simulation method are discussed regarding PCM fast SET programming and retention. This work provides the possibility for further improvement of PCM and integration with CMOS technology. |
format |
article |
author |
Feilong Ding Deqi Dong Yihan Chen Xinnan Lin Lining Zhang |
author_facet |
Feilong Ding Deqi Dong Yihan Chen Xinnan Lin Lining Zhang |
author_sort |
Feilong Ding |
title |
Robust Simulations of Nanoscale Phase Change Memory: Dynamics and Retention |
title_short |
Robust Simulations of Nanoscale Phase Change Memory: Dynamics and Retention |
title_full |
Robust Simulations of Nanoscale Phase Change Memory: Dynamics and Retention |
title_fullStr |
Robust Simulations of Nanoscale Phase Change Memory: Dynamics and Retention |
title_full_unstemmed |
Robust Simulations of Nanoscale Phase Change Memory: Dynamics and Retention |
title_sort |
robust simulations of nanoscale phase change memory: dynamics and retention |
publisher |
MDPI AG |
publishDate |
2021 |
url |
https://doaj.org/article/88851080bed84e9e8f63781eeebfc8fb |
work_keys_str_mv |
AT feilongding robustsimulationsofnanoscalephasechangememorydynamicsandretention AT deqidong robustsimulationsofnanoscalephasechangememorydynamicsandretention AT yihanchen robustsimulationsofnanoscalephasechangememorydynamicsandretention AT xinnanlin robustsimulationsofnanoscalephasechangememorydynamicsandretention AT liningzhang robustsimulationsofnanoscalephasechangememorydynamicsandretention |
_version_ |
1718411029487026176 |