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semisupervised Deep state-space Model for Plant Growth Modeling

Plant Phenomics 2020年第1期2卷 122-137页

作者： s.shibata R.Mizuno H.Mineno Graduate school of Integrated science and Technology Shizuoka University3-5-1 JohokuNaka-kuHamamatsuShizuoka 432-8011Japan College of Informatics Academic InstituteShizuoka University3-5-1 JohokuNaka-kuHamamatsuShizuoka 432-8011Japan JsT PRESTO4-1-8 HonchoKawaguchiSaitama 332-0012Japan

The optimal control of sugar content and its associated technology is important for producing high-quality crops more stably and ***-based reinforcement learning(RL)indicates a desirable action depending on the type of situation based on trialand-error calculations conducted by an environmental *** this paper,we address plant growth modeling as an environmental model for the optimal control of sugar *** the growth process,fruiting plants generate sugar depending on their state and evolve via various external stimuli;however,sugar content data are sparse because appropriate remote sensing technology is yet to be developed,and thus,sugar content is measured *** propose a semisupervised deep state-space model(sDssM)where semisupervised learning is introduced into a sequential deep generative *** achieves a high generalization performance by optimizing the parameters while inferring unobserved data and using training data efficiently,even if some categories of training data are *** designed an appropriate model combined with model-based RL for the optimal control of sugar content using sDssM for plant growth *** evaluated the performance of sDssM using tomato greenhouse cultivation data and applied cross-validation to the comparative evaluation *** sDssM was trained using approximately 500 sugar content data of appropriately inferred plant states and reduced the mean absolute error by approximately 38%compared with other supervised learning *** results demonstrate that sDssM has good potential to estimate time-series sugar content variation and validate uncertainty for the optimal control of high-quality fruit cultivation using model-based RL.

关键词： Deep sugar optimal

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PREPARATION AND ANALYsIs OF Ni-P-Zn ELECTROLEss DEPOsITION FROM ALKALI BATH

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Acta Metallurgica sinica(English Letters) 2005年第3期18卷 204-208页

作者： Y.s.Huang F.Z.Cui DepartmentofMaterialsscience＆Engineering TsinghuaUniversityBeijing100084China／／InstituteofBiomechanicsSouthChinaUniversityofTechnologyGuangzhou510641China DepartmentofMaterialsscience＆Engineering TsinghuaUniversityBeijing100084China

Electroless Ni-P-Zn alloys deposited from alkali bath were investigated in this paper. The deposition bath contained nickel sulfate, zinc chloride and hypophosp hate. The process parameters, such as temperature, pH and zinc salt concentratio n were presented and discussed. The microstructure of the coatings was studied b y XRD and sEM. The cathode glowing discharge characters of Ni-P-Zn depositions w ere studied with luminous Neon lamps. Electrodes deposited by electroless Ni-P a lloys were apt to sputter during luminous working hours. Electroless Ni-P-Zn dep ositions improved the discharge characters of the electrodes. With the concentra tion of zinc in the deposition rising to 4wt%, electrode sputter was largely res trained. The thickness of the deposition also influenced the discharge character s of the electrode. To avoid electrode sputter, the concentration of zinc has to rise with the thickness of the depositions.

关键词： electroless Ni-P-Zn alloy electrode sputter cathode glowing Discharge

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Temporal and spatial variation in the sediment volume along the beaches between Ovari and Kanyakumari(sE INDIA)

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International Journal of sediment Research 2013年第3期28卷 384-395页

作者： s.sARAVANAN N.CHANDRAsEKAR V.JOEVIVEK Centre for GeoTechnology Manonmaniam Sundaranar University Civil Engineering Department Christ the King Engineering College

A 2-year set of profile data from Ovari to Kanyakumari Beach,sE India has been analysed by using empirical orthogonal function(EOF) techniques to identify characteristic patterns of temporal and spatial variation in the sediment volume of the *** results show that variation in the sediment volume of the beach is determined by interaction between the biennial and seasonal *** analysis the pattern of alongshore sediment exchange along the study *** method facilitated separation of onshore-offshore and alongshore modes of sediment transfer and identification of the patterns of alongshore sediment *** eigenfunction modes confirm the dominance of biennial,annual,and biannual sediment transfers occurring on study *** sediment movement along the shoreline of study area is mainly governed by the forces associated with the incoming waves and the availability of sediments within the *** present investigation has been made as an attempt to appreciate the sediment movement in relation to wave activity along the *** longshore sediment transport is intensive in the northerly direction as compared to southerly *** normal condition is for and to be moved annually or more frequently in the shallows and on the *** and wave-driven currents cause longshore drift of sand along the beach and offshore.

关键词： Beach Profile sediment movement Beach volume change India

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Percutaneous interventions in elderly patients with atrial fibrillation： leftatrial ablation and left atrial appendage occlusion

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Journal of Geriatric Cardiology 2017年第9期14卷 541-546页

作者： Evgeny N Mikhaylov Tamas szili-Torok Dmitry s Lebedev Arrhythmia Department Almazov National Medical Research Centre Saint-Petersburg Russia Neuromodulation Laboratory Almazov National Medical Research Centre Saint-Petersburg Russia Electrophysiology Unit Cardiology Department Erasmus Medical Center Rotterdam the Netherlands

Heart rhythm disturbances become of special importancewhen patients reach a senior age. Atrial fibrillation （AF） isthe most prevalent arrhythmia among the old age groups,and its impact on morbidity and mortality becomes of para-mount significance. In this population, AF is responsible forsignificant amount of thromboembolic cerebrovascularevents, especially for disabling and fatal strokes, Follow-ing announcement of the special issue of the Journal of Geri-atric Cardiology devoted to heart rhythm disorders in theelderly, a number of submissions have been received withAF as the major topic of authors＇ researches.

关键词： Atrial fibrillation Ablation Efficacy Left atrial appendage Occlusion safety The elderly

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Two loop low temperature corrections to electron self energy

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Chinese Physics C 2011年第7期35卷 608-611页

作者： Mahnaz Q. Haseeb samina s. Masood Department of Physics COMSATS Institute of Information Technology Islamabad Pakistan Department of Physics University of Houston Clear Lake Houston TX 77058

We recalculate the two loop corrections in the background heat bath using real time formalism. The procedure of the integrations of loop momenta with dependence on finite temperature before the momenta without it has been followed. We determine the mass and wavefunction renormalization constants in the low temperature limit of QED, for the first time with this preferred order of integrations. The correction to electron mass and spinors in this limit is important in the early universe at the time of primordial nucleosynthesis as well as in astrophysics.

关键词： renormalization finite temperature field theory electron self energy two-loop corrections

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A Multiple Model Approach to Modeling Based on LPF Algorithm

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Journal of systems Engineering and Electronics 2001年第3期12卷 64-70页

作者： Li, N. Li, s. Xi, Y. Institute of Automation Shanghai Jiaotong University Shanghai 200030 China

Input-output data fitting methods are often used for unknown-structure nonlinear system modeling. Based on model-on-demand tactics, a multiple model approach to modeling for nonlinear systems is presented. The basic idea is to find out, from vast historical system input-output data sets, some data sets matching with the current working point, then to develop a local model using Local Polynomial Fitting (LPF) algorithm. With the change of working points, multiple local models are built, which realize the exact modeling for the global system. By comparing to other methods, the simulation results show good performance for its simple, effective and reliable estimation.

关键词： Algorithms Computer simulation Data structures Input output programs Mathematical models Parameter estimation Polynomials

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“文艺青年”负屃

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艺术品鉴 2024年第1期 55-55页

作者： s-Rong 不详

八子负屃(fù xì),身似龙,雅好斯文,盘绕在石碑头顶。在石碑上,我们经常可以看到被提名为“龙九子”的兄弟二人——前文所述“龙六子”赑屃与“龙八子”负赑,它们一个是碑下龙龟,一个是碑上小龙。负赑在不同学者中有不同的叫法,如李东... 详细信息

八子负屃(fù xì),身似龙,雅好斯文,盘绕在石碑头顶。在石碑上,我们经常可以看到被提名为“龙九子”的兄弟二人——前文所述“龙六子”赑屃与“龙八子”负赑,它们一个是碑下龙龟,一个是碑上小龙。负赑在不同学者中有不同的叫法,如李东阳称其为“屃赑”,谢肇淛称“负屃”,陆容唤“螭虎”,《菽园杂记》云:“螭虎,其形似龙,性好文彩,故立于碑文上。”屃赑是所有“龙子”中最像龙的。

关键词：《菽园杂记》文艺青年谢肇淛兄弟二人李东阳石碑赑屃碑文

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Detection of Fuel Adulteration Using Wave Optical with Machine Learning Algorithms

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Computer systems science & Engineering 2022年第4期41卷 19-33页

作者： s.Dilip Kumar T.V.sivasubramonia Pillai Department of Instrumentation and Control Engineering Sri Krishna College of TechnologyCoimbatore641105TamilnaduIndia Department of Physics University College of EngineeringNagercoil629004TamilnaduIndia

Fuel is a very important factor and has considerable inﬂuence on the air quality in the environment,which is the heart of the *** increase of vehi-cles in lived-in areas results in greater emission of carbon particles in the *** fuel causes more contaminated particles to mix with breathing air and becomes the main source of dangerous *** is the mixing of foreign substances in fuel,which damages vehicles and causes more health problems in living beings such as humans,birds,aquatic life,and even water resources by emitting high levels of hydrocarbons,nitrogen oxides,and carbon *** frequent blending liquids are lubricants and kerosene in the petrol,and its adulteration is a considerable problem that adds to environ-mental *** study focuses on detecting the adulteration in petrol using sensors and machine learning algorithms.A modiﬁed evanescent wave opticalﬁber sensor with discrete wavelet transform is proposed for classiﬁcation of adult-erated data from the ***,support vector machine classiﬁer is used for accurate *** sensor isﬁrst tested with fuel and numerical data is classiﬁed based on machine learning ***,the result is eval-uated with less error and high accuracy of 99.9%,which is higher than all existing techniques.

关键词： Petrol adulteration discrete wavelet transform modiﬁed evanescent wave opticalﬁber sVM classiﬁer

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GEOID: GRID services for Earth Observation Image Data Processing

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International Journal of Digital Earth 2013年第2期6卷 185-195页

作者： Nitant Dube R.Ramakrishnan K.s.Dasgupta space Applications Centre ISROAhmedabadIndia Indian Institute of space science and Technology ThiruvananthapuramIndia

Recent developments in space technology and exponential increase in demand of earth observation data from space have generated a requirement of a data processing environment,where users can discover the data and process,based on their *** services for Earth Observation Image Data Processing(GEOID)is proposed with a motivation to cater to future earth observation applications requirements of digital *** paper discusses the overview of the GEOID architecture,its deployment scenario,use-cases and simulation *** technologies used for implementation include Grid computing and service Oriented *** provides capability to address require-ments of applications such as real-time monitoring,time series data processing and processing with user required quality to meet the requirements of end user *** allows users to access the archive products or the raw satellite data stream and process their area of *** show that applications such as time series analysis show considerable improvement in processing time by using GEOID.

关键词： earth observation digital earth GRID GEOID service oriented architecture GridsIM

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Kinetics of silver Dissolution in Nitric Acid from Ag-Au_(0.04)-Cu_(0.10) and Ag-Cu_(0.23) scraps

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Journal of Materials science & Technology 2006年第5期22卷 696-700页

作者： s.K.sadrnezhaad E.Ahmadi M.Mozammel Center of Excellence for Advanced Processes of Production of Materials Department of Materials science and Engineering Sharif University of TechnologyTehranIran

Kinetics of dissolution of silver present in precious metal 26～85℃. Dissolution rate of silver was much faster than scraps in HNO3 was studied in temperature range of that of copper at all temperatures. Effects of particle size, stirring speed, acid concentration and temperature on the rate of dissolving of silver were evaluated. Dissolution rate decreases with particle size and increases with temperature. Dissolving was accelerated with acid concentrations less than 10 mol/L. Concentrations greater than 10 mol/L resulted in slowing down of the dissolution rate. shrinking core model with internal diffusion equation t/τ=1-3（1-x）^2/3＋2（1-x） could be used to explain the mechanism of the reaction. silver extraction resulted in activation energies of 33.95 kJ/mol for Ag-Au0.04-Cu0.10 and 68.87 kJ/mol for Ag-Cu0.23 particles. Inter-diffusion of silver and nitrate ions through the porous region of the insoluble alloying layer was the main resistance to the dissolving process. Results were tangible for applications in recycling of the material from electronic silver-bearing scraps, dental alloys, jewelry, silverware and anodic slime precious metal recovery.

关键词： silver Copper Kinetics, Dissolution shrinking core model Internal diffusion

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