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| 1 | Highly Active Coppet/Ccria Catalysts for Steam Reforming of Methanol 显示文摘 | Lin Yanyong Takashi Hayakawa Kunio Suzuki | 2002 | Applied Catalysis A : General2002，223，： | 1 |
| 2 | Reinforcement learning based energy efficient robot relay for unmanned aerial vehicles against smart jamming显示文摘Unmanned aerial vehicles(UAVs)with limited energy resources,severe path loss,and shadowing to the ground base stations are vulnerable to smart jammers that aim to degrade the UAV communication performance and exhaust the UAV energy.The UAV anti-jamming communication performance,such as the outage probability,degrades if the robot relay is not aware of the jamming policies and the UAV network topology.In this paper,we propose a robot relay scheme for UAVs against smart jamming,which combines reinforcement learning with a function approximation approach named tile coding,to jointly optimize the robot moving distance and relay power with the unknown jamming channel states and locations.The robot mobility and relay policy are chosen based on the received jamming power,the robot received signal quality,location and energy consumption,and the bit error rate of the UAV messages.We also present a deep reinforcement learning version for the robot with sufficient computing resources.It uses three deep neural networks to choose the robot mobility and relay policy with reduced sample complexity,so as to avoid exploring dangerous policies that lead to the high outage probability of the UAV messages.The network architecture of the three networks is designed with fully connected layers instead of convolutional layers to reduce the computational complexity,which is analyzed by theoretical analyses.We provide the performance bound of the proposed schemes in terms of the bit error rate,robot energy consumption and utility based on a game-theoretic study.Simulation results show that the performance of our proposed relay schemes,including the bit error rate,the outage probability,and the robot energy consumption outperforms the existing schemes. | Xiaozhen LU Jingfang JIE Zihan LIN Liang XIAO Jin LI Yanyong ZHANG | 2022 | Science China(Information Sciences)2022，65，1： | 1 |
| 3 | Recrystallization nucleation under close-setδphase in a nickel-based superalloy during annealing显示文摘Annealing is one of the most efficient heat treatment to refine the grain microstructure in metal alloys.Prior to the annealing,an aging treatment can be implemented to precipitate the second phases for more nucleation sites in deformed mixed grains during subsequent recrystallization.However,the underlying mechanism behind the second phases and recrystallization has not yet been fully understood.Taking a typical deformed nickel(Ni)-based(GH4169)superalloy as an exapmle,this research aims to clairfy the connections between the recrystallization and delta(δ)phase(Ni_(3)Nb) during annealing.All deformed samples were also treated by aging and then annealing.The results show that the microstructure and component ofδphase dominated the recrystallization nucleation in the Ni-based alloy.Moreover,there was the presence of theδphase interval limiting nucleation(PILN)andδphase protecting nucleation(PPN),when a high content of close-set phase was precipitated from the matrix.The PILN determined the primary condition for the recrystallization nucleation that happended at the interval ofδphase larger than the critical nucleation size.The peak nucleation occurred in the PPN,where the recrystallization nucleus were free of the penetration by the adjacent grains,before the nucleation incubation time was reached.Thus,a new feasible JNtheory was proposed to determine the maximum domain of recrystallization nucleation under close-set precipitated phases.All the possible nucleation sites were assumed under PPN in the JNtheory.As such,the original microstructure can be expected to design for the annealing via the aging process.A quantitative evaluation of recrystallization nucleation can also achieved in the Ni-based alloys during aging. | Guanqiang Wang Mingsong Chen Yongcheng Lin Hongbin Li Yuqiang Jiang Yanyong Ma Chengxu Peng Jinliang Cai Quan Chen | 2022 | Journal of Materials Science & Technology2022，，20： | 1 |
| 4 | A novel annealing method to uniformly refine deformed mixed grain microstructure of a solution-treated Ni-based superalloy显示文摘Increasing static recrystallization(SRX)nucleation rate and decreasing grain growth rate are the main ways to obtain uniform and fine grain microstructure by annealing treatment.However,it is contradictory to raise the SRX nucleation rate and reduce grain growth rate during isothermal annealing treatment.This is because the increase of the SRX nucleation rate needs to raise annealing temperature,while the decline of grain growth rate needs to reduce the annealing temperature.To solve the contradiction,a novel method named cooling recrystallization annealing treatment(CRT)is designed and verified.For the CRT,the relatively high annealing temperature in the primary stage can promote SRX nucleation,and the gradually decreased annealing temperature can reduce the growth rate of SRX grains.Besides,an aged treatment is first carried out to precipitate high content of theδphase before the CRT.Enoughδphases not only provide large numbers of sites for SRX nucleation but also limit the grain growth due to the pinning effect,especially in the primary high-temperature stage.The results show that the novel method can refine deformed mixed grain microstructure well when the suitable cooling rate,start and final recrystallization annealing temperatures are employed.The deformed mixed grain can be uniformly refined to an average size of 8.26μm with the route of 900℃×12 h+1020℃→970℃×20 min. | WANG GuanQiang CHEN MingSong LIN YongCheng LI HongBin ZENG WeiDong MA YanYong CAI JinLiang PENG ChengXu ZOU FenYang | 2021 | Science China(Technological Sciences)2021，64，8： | 1 |
| 5 | 4350<ce:hsp sp='0.25'/>W quasi-continuous-wave operation of a diode face-pumped ceramic Nd: YAG slab laser显示文摘 | Junchi Chen Jiang Li Jialin Xu Wenbin Liu Yong Bo Xiqi Feng Yiting Xu Dongliang Jiang Zhongzheng Chen Yubai Pan Yading Guo Biao Yan Chang Guo Lei Yuan Hongtao Yuan Yanyong Lin Yunsheng Xiao Qinjun Peng Wenqiang Lei Dafu Cui Zuyan Xu | 2014 | Optics and Laser Technology2014，，： | 1 |
| 6 | Nonparametric Two-Step Estimation of Drift Function in the Jump-Diffusion Model with Noisy Data显示文摘This paper considers a nonparametric diffusion process whose drift and diffusion coefficients are nonparametric functions of the state variable.A two-step approach to estimate the drift function of a jump-diffusion model in noisy settings is proposed.The proposed estimator is shown to be consistent and asymptotically normal in the presence of finite activity jumps.Simulated experiments and a real data application are undertaken to assess the finite sample performance of the newly proposed method. | YE Xuguo ZHAO Yanyong LIN Jinguan LONG Weifang | 2022 | Journal of Systems Science & Complexity2022，35，6： | 0 |
| 7 | Test for Heteroscedasticity in Partially Linear Regression Models显示文摘Testing heteroscedasticity determines whether the regression model can predict the dependent variable consistently across all values of the explanatory variables.Since the proposed tests could not detect heteroscedasticity in all cases,more precisely in heavy-tailed distributions,the authors established new comprehensive test statistic based on Levene’s test.The authors built the asymptotic normality of the test statistic under the null hypothesis of homoscedasticity based on the recent theory of analysis of variance for the infinite factors level.The proposed test uses the residuals from a regression model fit of the mean function with Levene’s test to assess homogeneity of variance.Simulation studies show that our test yields better than other methods in almost all cases even if the variance is a nonlinear function.Finally,the proposed method is implemented through a real data-set. | KHALED Waled LIN Jinguan HAN Zhongcheng ZHAO Yanyong HAO Hongxia | 2019 | Journal of Systems Science & Complexity2019，32，4： | 0 |
| 8 | Liquid-phase exfoliation of violet phosphorus for electronic applications显示文摘Large-scale production of two-dimensional(2D)materials still is a crucial point toward its practical applications.Violet phosphorus(VP)with a wide bandgap accelerates and broadens the potential applications of elemental phosphorus in optoelectronics.Here,we demonstrate the scalable production of solution-processable violet phosphorus flakes stably dispersed in several solvents.The exfoliated VP flakes exhibit thickness-dependent visible photoluminescence characteristics,which covers the shortcoming of black phosphorus.Meanwhile,the VP-based field-effect transistor reveals relatively competitive electrical properties to other liquid-phase exfoliated 2D materials.Our study paves the way for a wide range of applications of optical devices,energy storage,catalysis,and sodium batteries based on large-scale VP flakes. | Shenghuang Lin Wai Kin Lai Yanyong Li Wei Lu Gongxun Bai Shu Ping Lau | 2021 | SmartMat2021，2，2： | 0 |
| 9 | Intracerebroventricular transplanted bone marrow stem cells survive and migrate into the brain of rats with Parkinson's disease显示文摘In this study,6-hydroxydopamine was stereotaxically injected into the right substantia nigra compact and ventral tegmental area of rats to establish Parkinson's disease models.The rats then received a transplantation of bone marrow stromal cells that were previously isolated,cultured and labeled with 5-bromo-2'-deoxyuridine in vitro.Transplantation of the bone marrow stromal cells significantly de-creased apomorphine-induced rotation time and the escape latency in the Morris water maze test as compared with rats with untreated Parkinson's disease.Immunohistochemical staining showed that,5-bromo-2'-deoxyuridine-immunoreactive cells were present in the lateral ventricular wall and the choroid plexus 1 day after transplantation.These immunoreactive cells migrated to the surrounding areas of the lateral cerebral ventricle along the corpus callosum.The results indicated that bone marrow stromal cells could migrate to tissues surround the cerebral ventricle via the cerebrospinal fluid circulation and fuse with cells in the brain,thus altering the phenotype of cells or forming neuron-like cells or astrocytes capable of expressing neuron-specific proteins.Taken together,the present findings indicate that bone marrow stromal cells transplanted intracerebroventricularly could survive,migrate and significantly improve the rotational behavior and cognitive function of rats with experimentally induced Parkinson's disease. | Ping Gu Zhongxia Zhang Dongsheng Cui Yanyong Wang Lin Ma Yuan Geng Mingwei Wang | 2012 | Neural Regeneration Research2012，7，13： | 0 |
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