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pro vyhledávání: '"Zheng, Guohui"'
Autor:
Wu, Niannian, Yang, Zongyu, Li, Rongpeng, Wei, Ning, Chen, Yihang, Dong, Qianyun, Li, Jiyuan, Zheng, Guohui, Gong, Xinwen, Gao, Feng, Li, Bo, Xu, Min, Zhao, Zhifeng, Zhong, Wulyu
The drive to control tokamaks, a prominent technology in nuclear fusion, is essential due to its potential to provide a virtually unlimited source of clean energy. Reinforcement learning (RL) promises improved flexibility to manage the intricate and
Externí odkaz:
http://arxiv.org/abs/2409.09238
Autor:
Zheng, Guohui, Liu, Songfen, Yang, Zongyu, Ma, Rui, Gong, Xinwen, Wang, Ao, Wang, Shuo, Zhong, Wulyu
A neural network model, EFITNN, has been developed capable of real-time magnetic equilibrium reconstruction based on HL-3 tokamak magnetic measurement signals. The model processes inputs from 68 channels of magnetic measurement data gathered from 115
Externí odkaz:
http://arxiv.org/abs/2405.11221
Deep neural networks suffer from the overconfidence issue in the open world, meaning that classifiers could yield confident, incorrect predictions for out-of-distribution (OOD) samples. Thus, it is an urgent and challenging task to detect these sampl
Externí odkaz:
http://arxiv.org/abs/2204.04665
Predefined evenly-distributed class centroids (PEDCC) can be widely used in models and algorithms of pattern classification, such as CNN classifiers, classification autoencoders, clustering, and semi-supervised learning, etc. Its basic idea is to pre
Externí odkaz:
http://arxiv.org/abs/2105.00401
Autor:
Zheng, Guohui, Kioussis, Nicholas
Thin FeRh film was extensively studied recently, and an emergent substrate- and capping-dependent interfacial ferromagnetism (FM) was widely observed in experiments. However, the voltage modulation of this interfacial ferromagnetism is barely studied
Externí odkaz:
http://arxiv.org/abs/2002.05621
Autor:
Zheng, Guohui, Qi, Xiaosi
The thriving area of synthetic carbon allotropes witnesses theoretic proposals and experimental syntheses of many new two-dimensional ultrathin structures, which are often achieved by careful arrangement of non-hexagon $\mathrm{sp^2}$ defects in grap
Externí odkaz:
http://arxiv.org/abs/2002.01160
Akademický článek
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Akademický článek
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Autor:
Zheng, Guohui, Kioussis, Nicholas
Publikováno v:
In Journal of Magnetism and Magnetic Materials 1 December 2021 539
Autor:
Zheng, Guohui
Thesis (Ph. D.)--Rutgers University, 2010.
"Graduate Program in Computational Biology and Molecular Biophysics." Includes bibliographical references.
"Graduate Program in Computational Biology and Molecular Biophysics." Includes bibliographical references.