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Advanced filters: Author: Han-Xing Liu Clear advanced filters

Dynamic atomic-scale electron avalanche breakdown in solid dielectrics

Here the authors propose an atomic-scale electron avalanche breakdown model to investigate the dynamic behaviors of excited electrons under extremely high electric fields in various dielectrics ranging from simple oxides to perovskites.

Jian Wang
Zhong-Hui Shen
Ce-Wen Nan
ResearchOpen Access12 Jul 2025
Nature Communications

Volume: 16, P: 1-10
Generative learning facilitated discovery of high-entropy ceramic dielectrics for capacitive energy storage

High-entropy ceramic dielectrics show promise for capacitive energy storage but struggle due to vast composition possibilities. Here, the authors propose a generative learning approach for finding high-energy-density high-entropy dielectrics in a practically infinite exploration space of over 10¹¹ combinations.

Wei Li
Zhong-Hui Shen
Ce-Wen Nan
ResearchOpen Access10 Jun 2024
Nature Communications

Volume: 15, P: 1-10
Designing polymer nanocomposites with high energy density using machine learning

Zhong-Hui Shen
Zhi-Wei Bao
Ce-Wen Nan
ResearchOpen Access16 Jul 2021
npj Computational Materials

Volume: 7, P: 1-9

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