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生物序列模体的混合Gibbs抽样识别算法 被引量:2
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作者 刘立芳 霍红卫 王宝树 《电子学报》 EI CAS CSCD 北大核心 2008年第4期750-755,共6页
针对生物序列模体的识别问题,提出了一个新的混合Gibbs抽样识别算法.算法基于混合模体模型学习,采用贪心策略,通过似然度最大化,逐次将新的模体加入到混合模型中.算法中设计了位点抽样和模体抽样两种抽样方法,这两种抽样方法交替进行.... 针对生物序列模体的识别问题,提出了一个新的混合Gibbs抽样识别算法.算法基于混合模体模型学习,采用贪心策略,通过似然度最大化,逐次将新的模体加入到混合模型中.算法中设计了位点抽样和模体抽样两种抽样方法,这两种抽样方法交替进行.为了加速搜索过程,对输入数据集采用了基于kd-trees的分层划分策略.实验结果表明,该算法对序列家族大量模体特征的识别具有显著优势,并且可建立更具统计特征的模体模型,从而提高序列分类的准确性. 展开更多
关键词 生物信息学 识别 GIBBS抽样 混合模体模型
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Modeling p VT Properties and Vapor-Liquid Equilibrium of Ionic Liquids Using Cubic-plus-association Equation of State
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作者 马俊 李进龙 +3 位作者 范冬福 彭昌军 刘洪来 胡英 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2011年第6期1009-1016,共8页
Combining Peng-Robinson (PR) equation of state (EoS) with an association model derived from shield-sticky method (SSM) by Liu et al., a new cubic-plus-association (CPA) EoS is proposed to describe the ther-mod... Combining Peng-Robinson (PR) equation of state (EoS) with an association model derived from shield-sticky method (SSM) by Liu et al., a new cubic-plus-association (CPA) EoS is proposed to describe the ther-modynamic properties of pure ionic liquids (ILs) and their mixtures. The new molecular parameters for 25 ILs are obtained by fitting the experimental density data over a wide temperature and pressure range, and the overall aver-age deviation is 0.22%. The model parameter b for homologous ILs shows a good linear relationship with their mo-lecular mass, so the number of model parameters is reduced effectively. Using one temperature-independent binary adjustable parameter kij, satisfactory correlations of vapor-liquid equilibria (VLE) for binary mixtures of ILs + non-associating solvents and + associating solvents are obtained with the overall average deviation of vapor pressure 2.91% and 7.01%, respectively. In addition, VLE results for ILs + non-associating mixtures from CPA, lattice-fluid (LF) and square-well chain fluids with variable range (SWCF-VR) EoSs are compared. 展开更多
关键词 cubic-plus-association equation of state ionic liquids vapor-liquid equilibrium
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Effects of Atomic Mixing in Inertial Confinement Fusion by Multifluid Interpenetration Mix Model
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作者 GU Jian-Fa YE Wen-Hua 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第12期1102-1106,共5页
The effects of atomic-level rnixing are systemically investigated in a multifluid interpenetration mix model ,and results are compared with the single-fluid model's simulations and experimental data. It is shown that... The effects of atomic-level rnixing are systemically investigated in a multifluid interpenetration mix model ,and results are compared with the single-fluid model's simulations and experimental data. It is shown that increasing the model free parameter α, shock Mach number, and the initial density discontinuity makes the mix length and fraction of mixing particle increase, resulting in the lower shock temperatures compared with the results of single-fluid model without mixing. Recent high-compressibility direct-drive spherical implosions on OMEGA are simulated by the interpenetration mix modal. The calculations with atomic mixing between fuel and shell match quite well with the observations. Without considering any mixing, the calculated neutron yields and ion temperatures are overpredicted; while inclusion of the interpenetration mix model with the adjustable parameter α could fit the simulated neutron yields and ion temperatures well with experimental data. 展开更多
关键词 multifluid interpenetration mix model atomic mixing inertial confinement fusion
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