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Uncovering hidden dependency in weighted networks via information entropy

Physical Review research 2021年第4期3卷 043136-043136页

作者： Mi Jin Lee (이미진) Eun Lee (이은) Byunghwee Lee (이병휘) Hawoong Jeong (정하웅) Deok-Sun Lee (이덕선) Sang Hoon Lee (이상훈) Department of Applied Physics Hanyang University Ansan 15588 Korea BioFrontiers Institute University of Colorado Boulder Colorado 80303 USA National Science Museum Daejeon 34143 Korea Department of Physics Korea Advanced Institute of Science and Technology Daejeon 34141 Korea Natural Science Research Institute Korea Advanced Institute of Science and Technology Daejeon 34141 Korea School of Computational Sciences Korea Institute for Advanced Study Seoul 02455 Korea Department of Physics and Research Institute of Natural Science Gyeongsang National University Jinju 52828 Korea Future Convergence Technology Research Institute Gyeongsang National University Jinju 52849 Korea

Interactions between elements, which are usually represented by networks, have to delineate potentially unequal relationships in terms of their relative importance or direction. The intrinsic unequal relationships of such kind, however, are opaque or hidden in numerous real systems. For instance, when a node in a network with limited interaction capacity spends its capacity to its neighboring nodes, the allocation of the total amount of interactions to them can be vastly diverse. Even if such potentially heterogeneous interactions epitomized by weighted networks are observable, as a result of the aforementioned egocentric allocation of interactions, the relative importance or dependency between two interacting nodes can only be implicitly accessible. In this work, we precisely pinpoint such relative dependency by proposing the framework to discover hidden dependent relations extracted from weighted networks. For a given weighted network, we provide a systematic criterion to select the most essential interactions for individual nodes based on the concept of information entropy. The criterion is symbolized by assigning the effective number of neighbors or the effective out-degree to each node, and the resultant directed subnetwork decodes the hidden dependent relations by leaving only the most essential directed interactions. We apply our methodology to two time-stamped empirical network data, namely, the international trade relations between nations in the world trade web (WTW) and the network of people in the historical record of Korea, Annals of the Joseon Dynasty (AJD). Based on the data analysis, we discover that the properties of mutual dependency encoded in the two systems are vastly different. The nations in the WTW show much more asymmetric dependent relations than its random counterpart, which implies the global economic inequality in international trades. In contrast, the relationships of people in the AJD are much more mutual than the nations in the WTW. T

关键词： Network structure Directed networks Weighted networks Information theory

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Molecular Dynamics Study of Plasmon-Mediated Chemical Transformations

arXiv

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arXiv 2022年

作者： Wu, Xiaoyan van der Heide, Tammo Wen, Shizheng Frauenheim, Thomas Tretiak, Sergei Yam, ChiYung Zhang, Yu Shenzhen JL Computational Science and Applied Research Institute Longhua District Shenzhen518110 China Bremen Center for Computational Materials Science University of Bremen Bremen28359 Germany Jiangsu Province Key Laboratory of Modern Measurement Technology and Intelligent Systems School of Physics and Electronic Electrical Engineering Huaiyin Normal University Huaian223300 China Beijing Computational Science Research Center Haidian District Beijing100193 China Theoretical Division Los Alamos National Laboratory Los AlamosNM87545 United States Center of Integrated Nanotechnlogies Los Alamos National Laboratory Los AlamosNM87545 United States Shenzhen Institute for Advanced Study University of Electronic Science and Technology of China Shenzhen518000 China

Heterogeneous catalysis of adsorbates on metallic surfaces mediated by plasmon has potential high photoelectric conversion efficiency and controllable reaction selectivity. Theoretical modeling of dynamical reaction processes provides in-depth analyses complementing experimental investigations. Especially for plasmon-mediated chemical transformations, light absorption, photoelectric conversion, electron-electron scattering, and electron-phonon coupling occur simultaneously at different timescales, rendering it very challenging to delineate the complex interplay of different factors. In this work, a trajectory surface hopping non-adiabatic molecular dynamics method is used to investigate the dynamics of plasmon excitation in an Au20-CO system, including hot carrier generation, plasmon energy relaxation, and CO activation induced by electron-vibration coupling. The electronic properties indicate that when Au20-CO is excited, a partial charge transfer takes place from Au20 to CO. On the other hand, the dynamical simulations show that hot carriers generated after plasmon excitation transfer back and forth between Au20 and CO. Meanwhile, the C-O stretching mode is activated due to the non-adiabatic couplings. The efficiency of plasmon-mediated transformation (∼40%) is obtained based on the ensemble average of these quantities. Our simulations provide important dynamical and atomistic insights into plasmon-mediated chemical transformation from the perspective of non-adiabatic simulations. © 2022, CC BY.

关键词： Charge transfer

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Efficient photocatalytic degradation of ciprofloxacin using floating α-NiMoO4/mpg-C3N4/EP under visible light

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Chemosphere 2024年 366卷 143413页

作者： Truong, Hai Bang Dao, Duy Quang Do, Ha Huu Van Tran, Vinh Nguyen, Chi Van Rabani, Iqra Hur, Jin Optical Materials Research Group Science and Technology Advanced Institute Van Lang University Ho Chi Minh City Viet Nam Faculty of Applied Technology School of Technology Van Lang University Ho Chi Minh City Viet Nam Institute of Research and Development Duy Tan University Da Nang550000 Viet Nam School of Engineering and Technology Duy Tan University Da Nang550000 Viet Nam NTT Hi-Tech Institute Nguyen Tat Thanh University Ho Chi Minh City700000 Viet Nam Department of Mechanical Engineering Gachon University Seongnam13120 Korea Republic of Center for Innovative Materials and Architectures Ho Chi Minh City Viet Nam Vietnam National University Ho Chi Minh City Viet Nam Department of Nanotechnology and Advanced Materials Engineering Sejong University Seoul05006 Korea Republic of Department of Environment and Energy Sejong University Seoul05006 Korea Republic of

Conventional water treatment processes often fail to effectively remove antibacterial drugs, necessitating advanced strategies. This study presents the synthesis of novel floating, visible light-active α-NiMoO4/mpg-C3N4/EP composites for the removal of ciprofloxacin (CFX), a widely used quinolone antibiotic, from water. These composites are easily recoverable, highly stable, and demonstrate excellent reusability. The optimal photocatalyst, NC-101/EP (α-NiMoO4/mpg-C3N4 = 10:1), achieved 96.2 ± 1.1% degradation of CFX at 1.6 g L−1 within 80 min under visible light, significantly outperforming previous benchmarks. This high efficiency is attributed to the formation of interfacial junctions and a built-in electric field, which enhanced charge transfer and hydroxyl radical generation through an S-scheme mechanism. Fluorescence spectroscopy provided precise monitoring of CFX degradation without interference from coexisting intermediates. Density functional theory (DFT) calculations revealed that hydroxyl radicals initiated highly favorable and spontaneous oxidation of CFX, with a reaction rate constant of 6.04 × 109 M−1 s−1. The preferred oxidation pathway followed the sequence: HO-addition > H-abstraction > single electron transfer. Four degradation pathways were identified, with key intermediates confirmed by high-resolution mass spectrometry. The process also significantly reduced CFX toxicity, ensuring minimal environmental impact. These findings position NC-101/EP as a promising photocatalyst for large-scale water treatment applications targeting antibiotic contamination. © 2024 Elsevier Ltd

关键词： Rate constants

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Sahara’s surface transformation forced an abrupt hydroclimate decline and Neolithic culture transition in northern China

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The Innovation 2024年第1期5卷 70-79页

作者： Yandong Hou Hao Long Sumiko Tsukamoto Zhengyao Lu Jie Chen Daniel EIbarra Toru Tamura Qiong Zhang Weiyi Sun Jingran Zhang Lei Gao Manfred Frechen Ji Shen State Key Laboratory of Lake Science and Environment Nanjing Institute of Geography and LimnologyChinese Academy of Sciences(NIGLAS)Nanjing 210008China Leibniz Institute for Applied Geophysics(LIAG) Department of Geochronology30655 HannoverGermany Department of Physical Geography and Ecosystem Science Lund University22100 LundSweden Key Laboratory of Western China’s Environmental Systems(Ministry of Education) College of Earth and Environmental SciencesLanzhou UniversityLanzhou 730000China College of Atmospheric Sciences Lanzhou UniversityLanzhou 730000China Institute at Brown for Environment and Society and Department of Earth Environmentaland Planetary SciencesBrown UniversityProvidenceRI 02912USA Geological Survey of Japan National Institute of Advanced Industrial Science and TechnologyTsukubaIbaraki 305-8567Japan Graduate School of Frontier Sciences University of TokyoKashiwaChiba 277-8561Japan Department of Physical Geography and Bolin Centre for Climate Research Stockholm University10691 StockholmSweden School of Geography Nanjing Normal UniversityJiangsu Centre for Collaborative Innovation in Geographical Information Resource Development and ApplicationKey Laboratory of Virtual Geographic EnvironmentMinistry of Education of ChinaNanjing 210023China School of Geography and Ocean Science Nanjing UniversityNanjing 210023China

The remote forcing from land surface changes in the Sahara is hypothesized to play a pivotal role in modulating the intensity of the East Asian summer monsoon(EASM)through ocean-atmospheric *** modulation has far-reaching consequences,particularly in facilitating societal shifts documented in northern ***,we present a well-dated lake-level record from the Daihai Lake Basin in northern China,providing quantitative assessments of Holocene monsoonal precipitation and the consequent migrations of the northern boundary of the *** reconstruction,informed by a water-and-energy balance model,indicates that annual precipitation reached700 mm during 8–5 ka,followed by a rapid decline to tween 5 and 4 *** shift coherently aligns with a signi550 mm be-ficant300 km northwestward movement of the EASM northern boundary during the Middle Holocene(MH),in contrast to its current *** findings underscore that these changes cannot be entirely attributed to orbital forcing,as corroborated by simulation *** model simulations deployed in our study suggest that the presence of the Green Sahara during the MH significantly strengthened the EASM and led to a northward shift of the monsoon rainfall ***,the Sahara’s reversion to a desert landscape in the late Holocene was accompanied by a corresponding southward retraction of monsoon *** dramatic hydroclimate changes during5–4 ka likely triggered or at least contributed to a shift in Neolithic cultures and societal transformation in northern *** decreasing agricultural productivity,communities transitioned from millet farming to a mixed rainfed agriculture and animal husbandry ***,our findings elucidate not only the variability of the EASM but also the profound implications of a remote forcing,such as surface transformations of the Sahara,on climatic changes and cultural evolution in northern China.

关键词： Holocene monsoon abrupt

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Magnon thermal conductivity in multiferroics with spin cycloids

arXiv

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arXiv 2025年

作者： Park, Hyeon Woo Zhang, Shu Meisenheimer, Peter Ramesh, Maya Husain, Sajid Harris, Isaac Íñiguez-González, Jorge Yao, Zhi Ramesh, Ramamoorthy Kim, Se Kwon Department of Physics Korea Advanced Institute of Science and Technology Daejeon34141 Korea Republic of Institute for Theoretical Solid State Physics IFW Dresden Helmholtzstrasse 20 Dresden01069 Germany Department of Materials Science and Engineering University of California BerkeleyCA94720 United States Department of Materials Science and Engineering Cornell University IthacaNY14853 United States Materials Science Division Lawrence Berkeley National Laboratory BerkeleyCA94720 United States Department of Physics University of California BerkeleyCA94720 United States Esch-sur-Alzette Luxembourg Department of Physics and Materials Science University of Luxembourg Belvaux Esch-sur-Alzette1511 Luxembourg Applied Mathematics and Computational Research Division Lawrence Berkeley National Laboratory BerkeleyCA94720 United States Departments of Physics and Astronomy and Materials Science and Nano Engineering Rice Advanced Materials Institute Rice University HoustonTX77005 United States

Multiferroic materials, characterized by the occurrence of two or more ferroic properties, hold potential in future technological applications and also exhibit intriguing phenomena caused by the interplay of multiple orders. One such example is the formation of spin cycloid structures within multiferroic materials, which we investigate in this work by focusing on their magnon excitations and transport based on a general multiferroic Hamiltonian with an antiferromagnetic order. More specifically, we identify the ground state and explore the dynamics of magnon modes, revealing distinct in-plane and out-of-plane modes with anisotropic dispersion relations. The magnon modes include a massless excitation, known as the Goldstone boson, originating from the spontaneous breaking of the translational symmetry by the formation of the cycloid structures. By employing the Boltzmann transport formalism, the magnonic thermal conductivity with spin cycloids and low-temperature anisotropic behaviors is discussed. This work provides pathways to envision the spin-textured multiferroics, which may serve as a fertile ground to look for novel thermal and spin transport with the rich interplay of quasiparticles such as magnons and phonons. Copyright © 2025, The Authors. All rights reserved.

关键词： Anisotropy

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Tert-Butyl Carbazole Modified Non-Fused Ring Electron Acceptor Generating High Triplet State Energy Level for Efficient Organic Solar Cell

SSRN

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SSRN 2023年

作者： Luo, Dou Zhang, Lifu Chen, Yiwang Zeng, Jie Xu, Baomin Dai, Tingting Zhou, Erjun Li, Lanqing Wong, Wai-Yeung Kyaw, Aung Ko Ko Guangdong University Key Laboratory for Advanced Quantum Dot Displays and Lighting Department of Electronic & Electrical Engineering Southern University of Science and Technology Shenzhen518055 China Nanchang University China College of Chemistry Department of Materials Science and Engineering Key University Laboratory of Highly Efficient Utilization of Solar Energy and Sustainable Development of Guangdong Southern University of Science and Technology Shenzhen518055 China National Center for Nanoscience and Technology Beijing100190 China School of Biotechnology and Health Sciences Wuyi University Jiangmen529020 China Department of Applied Biology and Chemical Technology Research Institute for Smart Energy The Hong Kong Polytechnic University Hung Hom Hong Kong

Two-dimensional side-chain plays a crucial role in the construction of efficient non-fused ring electron acceptors (NFREAs). Herein, we introduce an NFREA, PCT-4Cl, featuring a tert-butyl carbazole side-chain, and investigate its optoelectronic properties. Notably, PCT-4Cl exhibits a small singlet-triplet energy gap (ΔEST) of 0.25 eV. Blending PCT-4Cl with the host eC9 or C8C8-4Cl acceptor extends the lifetime of singlet excitons and exciton diffusion length in the blend films. Moreover, the high energy level of the triplet state (ET1) in PCT-4Cl facilitates efficient transfer of triplet excitons to eC9 or C8C8-4Cl. The addition of PCT-4Cl to PM6:eC9 also leads to a longer crystallization time, restraining eC9 aggregation and enhancing crystallinity in the ternary blend films. Consequently, power conversion efficiencies (PCEs) of 18.84% and 15.17% are achieved based on the optimized ternary devices of PM6:eC9:PCT-4Cl and PM6:C8C8-4Cl:PCT-4Cl, respectively, surpassing the performance of PM6:eC9 (17.34%) and PM6:C8C8-4Cl (14.05%). Furthermore, leveraging 2PACz as a hole transporting layer elevates the PCEs of the ternary organic solar cells (OSCs) to 19.25% and 15.53%. These findings underscore the significant role of the tert-butyl carbazole side-chain in enhancing the ET1 of NFREA for efficient charge transfer, as well as its role in modulating the crystallinity, presenting a promising pathway for achieving higher-performance in both binary and ternary OSCs. © 2023, The Authors. All rights reserved.

关键词： Charge transfer

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An adaptive response surface methodology based on active subspaces for mixed random and interval uncertainties

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Journal of Verification, Validation and Uncertainty Quantification 2019年第2期4卷 021006页

作者： Hu, Xingzhi Duan, Yanhui Wang, Ruili Liang, Xiao Chen, Jiangtao China Aerodynamics Research and Development Center Mianyang621000 China Institute of Applied Physics and Computational Mathematics Beijing100094 China School of Math Shandong University of Science and Technology Qingdao266590 China

The popular use of response surface methodology (RSM) accelerates the solutions of parameter identification and response analysis issues. However, accurate RSM models subject to aleatory and epistemic uncertainties are still challenging to construct, especially for multidimensional inputs, which is widely existed in real-world problems. In this study, an adaptive interval response surface methodology (AIRSM) based on extended active subspaces is proposed for mixed random and interval uncertainties. Based on the idea of subspace dimension reduction, extended active subspaces are given for mixed uncertainties, and interval active variable representation is derived for the construction of AIRSM. A weighted response surface strategy is introduced and tested for predicting the accurate boundary. Moreover, an interval dynamic correlation index is defined, and significance check and cross validation are reformulated in active subspaces to evaluate the AIRSM. The effectiveness of AIRSM is demonstrated on two test examples: three-dimensional nonlinear function and speed reducer design. They both possess a dominant one-dimensional active subspace with small estimation error, and the accuracy of AIRSM is verified by comparing with full-dimensional Monte Carlo simulates, thus providing a potential template for tackling high-dimensional problems involving mixed aleatory and interval uncertainties. Copyright © 2019 by ASME

关键词： Uncertainty analysis

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Study on the chitinase-induced efficiency against anthracnose on soybean plant by oligochitosan-Zn²⁺ complexes

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Case Studies in Chemical and Environmental Engineering 2023年 7卷

作者： Dang, Phu Van Tran, Ha Thi Nguyen, Duy Ngoc Le, Quoc Anh Bui, Du Duy Nguyen, Hien Quoc Tran, Cong-Sac Bui, Ha Manh Research and Development Center for Radiation Technology Vietnam Atomic Energy Institute Ho Chi Minh City 700000 Viet Nam Graduate University of Science and Technology Vietnam Academy of Science and Technology Hanoi City 100000 Viet Nam Institute of Research and Applied Technological Science Dong Nai Technology University Dong Nai 76000 Viet Nam Institute of Applied Materials Science Vietnam Academy of Science and Technology Ho Chi Minh City 700000 Viet Nam Vietnam Atomic Energy Institute 59 Ly Thuong Kiet Hanoi City 100000 Viet Nam Key Laboratory of Advanced Waste Treatment Technology Ho Chi Minh City University of Technology (HCMUT) Vietnam National University Ho Chi Minh City (VNU-HCM) Ho Chi Minh City 700000 Viet Nam Saigon University 273 An Duong Vuong St. District 5 Ho Chi Minh City 70000 Viet Nam

Anthracnose caused by Colletotrichum truncatum (C. truncatum) fungus, a seriously damaged in many soybean growing areas, has almost no effective control strategy. Recently, biostimulants for disease prevention of plants have been considered a feasible solution. In this study, the chitinase-induced effect on soybean plants of various oligochitosan-Zn²⁺ (OC–Zn²⁺) complexes prepared from gamma radiation-degraded oligochitosans with the different molecular weights (Mw) of 2.5, 5.1, and 7.8 kDa was investigated in the first time. The potted soybean plants in a greenhouse were treated with a foliar spray of OC-Zn²⁺ solutions at 50 ppm and inoculated with a disease by a fungal spore suspension spray of C. truncatum to assess the chitinase-elicited effect. The chitinase activity (CA) which described in milliunits per gram (mU/g) of fresh leaves in soybean was determined by the optical density measurement method based on the reducing sugar reaction. The obtained results indicated that the OC-Zn²⁺ complex exhibited a synergistic effect of OC and Zn²⁺. The OC5.1-Zn²⁺ complex prepared from the OC with Mw of 5.1 kDa showed a high chitinase-induced effect with the CA ∼12 mU/g. The OC-Zn²⁺ complexes with effective chitinase inductivity could be feasibly produced on a large scale. Thus, the complexes have been promising to be potentially applied in sustainable agriculture production. © 2022 The Authors

关键词： anthracnose Chitinase Colletotrichum truncatum Oligochitosan-Zn2+ Soybean

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Non-invasive micro-test technology and applications

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Biophysics Reports 2025年第2期11卷 96-111页

作者： Kai Sun Yunqi Liu Yanshu Pan Dongwei Di Jianfang Li Feiyun Xu Li Li Yoshiharu Mimata Yingying Chen Lixia Xie Siqi Wang Wenqian Qi Yan Tang Huachun Sheng Bing Wang Ruixue Sun Dingquan Tan Daohong Fu Ye Yin Ao Xue Yichao Shi Wenjing Shao Lei Gong Zhijian Jiang Wei Zhang Qiangsheng Wu Yaosheng Wang Minglin Lang Wenxiu Ye Weifeng Xu Shuhe Wei Weiming Shi Yue Jeff Xu College of Life Sciences Nanjing Normal University Zhongguancun Xuyue NMT Industrial Alliance NMT International Alliance College of Traditional Chinese Medicine Beijing University of Chinese Medicine State Key Laboratory of Soil and Sustainable Agriculture Institute of Soil Science Chinese Academy of Sciences College of Biological Science China Agricultural University Center for Plant Water-use and Nutrition Regulation and College of Resources and Environment Joint International Research Laboratory of Water and Nutrient in Crop Fujian Agriculture and Forestry University Institute of Agricultural Resources and Environment Tianjin Academy of Agricultural Sciences Peking University Institute of Advanced Agricultural Sciences Shandong Laboratory of Advanced Agricultural Sciences at Weifang Guangxi Forestry Research Institute Institute of Wetland Agriculture and Ecology Shandong Academy of Agricultural Science Key Laboratory of Wastewater Treatment Technology of Liaoning Province Academy of Environmental and Chemical Engineering Shenyang Ligong University Key Laboratory of Tropical Marine Bio-resources and Ecology South China Sea Institute of Oceanology Chinese Academy of Sciences Technical Institute of Physics and Chemistry CAS Institute of Qinghai-Tibetan Plateau Southwest Minzu University Molecular Genetics Key Laboratory of China Tobacco Guizhou Academy of Tobacco Science College of Agriculture and Forestry Hebei North University Smart Health Institute Chongqing Vocational College of Media Institute of Biology Humboldt University of Berlin College of Horticulture Qingdao Agricultural University College of Pharmacy Heilongjiang University of Chinese Medicine Department of Gastroenterology Aerospace Center Hospital Peking University Aerospace School of Clinical Medicine CAS Center for Excellence in Biotic Interactions College of Life Science University of Chinese Academy of Sciences State Key Laboratory of Grassland Agro-ecosystems School of Life Sciences College of Horticulture and Garden

Non-invasive micro-test technology（NMT） reveals dynamic ionic/molecular concentration gradients by measuring fluxes of ions and small molecules in liquid media in 1D, 2D or 3D fashions with sensitivity up to pico-(10-12) or femto-(10-15) moles per cm2per second. NMT has been applied to study metabolism, signal transduction, genes and/or proteins physiological functions related to transmembrane ionic/molecular activities with live samples under normal conditions or stress. Data on ion and/or molecule homeostasis（IMH） by NMT in biomedical sciences, plant and crop sciences, environmental sciences, marine and space biology as well as traditional Chinese medicine are reviewed.

关键词： Non-invasive micro-test technology Transmembrane transport Ionic homeostasis H+-ATPase Calcium signature Physiology

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Enhanced energy coupling for indirect-drive fast-ignition fusion targets (vol 17, pg 435, 2020)

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NATURE PHYSICS 2020年第7期16卷 815-815页

作者： Zhang, F. Cai, H. B. Zhou, W. M. Dai, Z. S. Shan, L. Q. Xu, H. Chen, J. B. Ge, F. J. Tang, Q. Zhang, W. S. Wei, L. Liu, D. X. Gu, J. F. Du, H. B. Bi, B. Wu, S. Z. Li, J. Lu, F. Zhang, H. Zhang, B. He, M. Q. Yu, M. H. Yang, Z. H. Wang, W. W. Zhang, H. S. Cui, B. Yang, L. Wu, J. F. Qi, W. Cao, L. H. Li, Z. Liu, H. J. Yang, Y. M. Ren, G. L. Tian, C. Yuan, Z. Q. Zheng, W. D. Cao, L. F. Zhou, C. T. Zou, S. Y. Gu, Y. Q. Du, K. Ding, Y. K. Zhang, B. H. Zhu, S. P. Zhang, W. Y. He, X. T. Science and Technology on Plasma Physics Laboratory Laser Fusion Research Center CAEP Mianyang China (GRID:grid.249079.1) (ISNI:0000 0004 0369 4132) Institute of Applied Physics and Computational Mathematics Beijing China (GRID:grid.418809.c) (ISNI:0000 0000 9563 2481) HEDPS Center for Applied Physics and Technology Peking University Beijing China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319) Institute of Applied Physics and Computational Mathematics Beijing China (GRID:grid.418809.c) (ISNI:0000 0000 9563 2481) National University of Defense Technology College of Computing Science Changsha China (GRID:grid.412110.7) (ISNI:0000 0000 9548 2110) Shenzhen Technology University Center for Advanced Material Diagnostic Technology Shenzhen China (GRID:grid.499351.3) (ISNI:0000 0004 6353 6136) Science and Technology on Plasma Physics Laboratory Laser Fusion Research Center CAEP Mianyang China (GRID:grid.249079.1) (ISNI:0000 0004 0369 4132) Institute of Applied Physics and Computational Mathematics Beijing China (GRID:grid.418809.c) (ISNI:0000 0000 9563 2481) China Academy of Engineering Physics Graduate School Beijing China (GRID:grid.249079.1) (ISNI:0000 0004 0369 4132)

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

关键词： Energy science and technology Laser-produced plasmas

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