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Modified Neural Network Used for Host Utilization Predication in Cloud Computing Environment
《Computers, Materials & Continua》2025年第3期5185-5204,共20页Arif Ullah Siti Fatimah Abdul Razak Sumendra Yogarayan Md Shohel Sayeed 
funded by Multimedia University(Ref:MMU/RMC/PostDoc/NEW/2024/9804).
Networking,storage,and hardware are just a few of the virtual computing resources that the infrastruc-ture service model offers,depending on what the client needs.One essential aspect of cloud computing that improves ...
关键词：Cloud computing DATACENTER virtual machine(VM) PREDICATION algorithm 
Deep learning-assisted characterization of nanoparticle growth processes:unveiling SAXS structure evolution
《Radiation Detection Technology and Methods》2024年第4期1712-1728,共17页Yikun Li Lunyang Liu Xiaoning Zhao Shuming Zhou Xuehui Wu Yuecheng Lai Zhongjun Chen Jizhong Chen Xueqing Xing 
supported by the Innovation Program of the Institute of High Energy Physics,CAS(Grant Number 2023000034);the National Natural Science Foundation of China[Grant Numbers 22273013,12275300);National Key R&D Program of China(Grant Numbers 2022YFA1603802,2017YFA0403000).
Purpose The purpose of this study is to explore deep learning methods for processing high-throughput small-angle X-ray scattering(SAXS)experimental data.Methods The deep learning algorithm was trained and validated us...
关键词：SAXS Nanoparticles growth process In situ Machine learning CNN Shape classification Size predication 
Machine learning predicts long-term mortality after acute myocardial infarction using systolic time intervals and routinely collected clinical data
《Intelligent Medicine》2024年第3期170-176,共7页Bijan Roudini Boshra Khajehpiri Hamid Abrishami Moghaddam Mohamad Forouzanfar 
Background Precise estimation of current and future comorbidities of patients with cardiovascular disease is an important factor in prioritizing continuous physiological monitoring and new therapies.Machine learning(M...
关键词：ELECTROCARDIOGRAM PREDICATION Mortality prediction Machine learning 
Glycomol: A pervasive tool for structure predication of natural saponin products basing on MS data被引量：1
《Journal of Pharmaceutical Analysis》2024年第7期1095-1098,共4页Daotong Zhao Chunguo Wang Hanyun Qu Qinling Rao Bingqing Shen Yinan Jiang Jiayu Gong Yumiao Wang Di Geng Rui Hong Tao Lu Qing Ni Xinqi Deng 
funded by the National Natural Science Foundation of China(Grant Nos.:82374076,and 82174354);National Key R&D Program of China(Grant No.:2023YFC3504100);Natural Science Foundation of Beijing(Grant No.:7244493);NSFC Cultivating Project of Institute of Chinese Materia Medica,China Academy of Chinese Medical Sciences(Grant No.:ZXKT23003);Young Elite Cultivating Project of Institute of Chinese Materia Medica,China Academy of Chinese Medical Sciences(Grant No.:ZZ17-YQ-023);Start-up Fund for New Scientific Researchers of China Academy of Chinese Medical Sciences(Grant No.:ZZ16-XRZ071).
Due to the multitudinous structural types of glycosylated components,accurate identification of glycosylation modifications and secondary metabolite structures in herbs remains a challenge for natural drug analysis an...
关键词：STRUCTURE AUXILIARY SAPONINS 
Shale oil production predication based on an empirical modelconstrained CNN-LSTM被引量：1
《Energy Geoscience》2024年第2期232-239,共8页Qiang Zhou Zhengdong Lei Zhewei Chen Yuhan Wang Yishan Liu Zhenhua Xu Yuqi Liu 
funded by the National Natural Science Foundation of China(No.51974356).
Accurately predicting the production rate and estimated ultimate recovery(EUR)of shale oil wells is vital for efficient shale oil development.Although numerical simulations provide accurate predictions,their high time...
关键词：Shale oil Production prediction D-C-L Physical constraint 
Predication of Selective Ring-opening Hydrogenolysis for Furfuryl Alcohol to Produce Pentanediol over Dual-atom Catalysts
《Chemical Research in Chinese Universities》2024年第1期55-63,共9页WANG Tingting WANG Jia XI Yongjie HU Bin LI Fuwei 
the National Key R&D Program of China(No.2022YFA1504601);Startup Program of the State Key Laboratory for Oxo Synthesis and Selective Oxidation of LICP,China(No.E0SX0184);the National Natural Science Foundation of China(Nos.22102193,21972151);the Key Research Program of Frontier Science of CAS(No.QYZDJSSW-SLH051).
Selective activation of C-O bond is of fundamental importance in the precise conversion of oxygenates into value-added compounds in an atom-economic and sustainable manner, and meanwhile, the structurally well-defined...
关键词：Furfuryl alcohol Hydrogenation Dual-atom catalyst Density functional theory(DFT)calculation 
Understanding the Predication Mechanism of Deep Learning through Error Propagation among Parameters in Strong Lensing Case
《Research in Astronomy and Astrophysics》2023年第12期252-262,共11页Xilong Fan Peizheng Wang Jin Li Nan Yang 
supported by the National Natural Science Foundation of China(grant No.11922303);the Natural Science Foundation of Chongqing(grant No.CSTB2023NSCQ-MSX0103);the Key Research Program of Xingtai 2020ZC005;the Fundamental Research Funds for the Central Universities(grant No.2042022kf1182)。
The error propagation among estimated parameters reflects the correlation among the parameters.We study the capability of machine learning of"learning"the correlation of estimated parameters.We show that machine learn...
关键词：gravitational lensing strong-methods data analysis-Galaxy fundamental parameters 
Water scaling predication for typical sandstone geothermal reservoirs in the Xi'an Depression
《Energy Geoscience》2023年第4期128-138,共11页Shuai Ma Yinke Yang Xinyan Lei Bin Yue 
supported by the Research Project on Middle and Deep Geothermal Energy Utilization in Guanzhong Area of Shaanxi ProvincedSpecial Study on Sandstone Thermal Storage Recharge(No.21152920349);the Special Fund for Basic Scientific Research Operating Expenses of Central Universities of Chang'an University(Grant No.300102292903);the Basic Research Plan of Natural Sciences of Shaanxi Province General Project“Study on Loess Landslide Chronology Based on OSL Dating Technology”(Grant No.2017JM4018);the Open Fund of State Key Laboratory of Loess and Quaternary Geology(Grant No.SKLLQG1933).
The Xi'an Depression in the Guanzhong Basin of western China has been suggested to contain geothermal resources that could aid China in achieving carbon neutrality and optimizing energy structure.However,the high conc...
关键词：Xi'an Depression Geothermal water SANDSTONE SCALING Hydrogeochemical modeling 
Joint Energy Predication and Gathering Data in Wireless Rechargeable Sensor Network
《Computer Systems Science & Engineering》2023年第3期2349-2360,共12页I.Vallirathi S.Ebenezer Juliet 
Wireless Sensor Network(WSNs)is an infrastructure-less wireless net-work deployed in an increasing number of wireless sensors in an ad-hoc manner.As the sensor nodes could be powered using batteries,the development of...
关键词：WSNS MCS WRSN K-means algorithm shortest hamiltonian cycle regression analysis 
High-resolution sea surface wind speeds of Super Typhoon Lekima (2019) retrieved by Gaofen-3 SAR被引量：4
《Frontiers of Earth Science》2022年第1期90-98,共9页He FANG William PERRIE Gaofeng FAN Zhengquan LI Juzhen CAI Yue HE Jingsong YANG Tao XIE Xuesong ZHU 
supported in part by the Natural Science Foundation of Zhejiang Province(No.LQ21D060001);the Fengyun Application Pioneering Project(No.FY-APP-2021.0105);the Science and Technology Project of Zhejiang Meteorological Bureau(No.2021YB07);the Innovation and Development Project of China Meteorological Administration(No.CXFZ2022J040);the National Key R&D Program of China(No.2018YFC1506404);the Basic Public Welfare Research Program of Zhejiang Province(No.LGF18D050001);the Climate Change Special Program of China Meteorological Administration(No.CCSF202036);the Key Research and Development Program of Zhejiang Province(No.2021C02036);the Research Program from Science and the Technology Committee of Shanghai(No.19dz1200101);the Shanghai Typhoon Institute(No.2021JB05);the open fund of State Key Laboratory of Satellite Ocean Environment Dynamics,Second Institute of Oceanography,MNR(No.QNHX2012).
Gaofen-3(GF-3)is the first Chinese spaceborne multi-polarization synthetic aperture radar(SAR)instrument at C-band(5.43 GHz).In this paper,we use data collected from GF-3 to observe Super Typhoon Lekima(2019)in the Ea...
关键词：synthetic aperture radar wind speed numerical weather predication(NWP) TYPHOON 
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