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Estimating the effects of meteorology on PM
Liu YANG, Ye WU, Jerry M. DAVIS, Jiming HAO
《环境科学与工程前沿(英文)》 2011年 第5卷 第3期 页码 331-341 doi: 10.1007/s11783-011-0307-5
关键词: meteorology emission control measures Beijing Olympic Games PM2.5 linear statistical models
Junxiong LIN , Lan WANG ,
《环境科学与工程前沿(英文)》 2009年 第3卷 第3期 页码 320-324 doi: 10.1007/s11783-009-0030-7
关键词: adsorption pseudo-first order pseudo-second order kinetic model linear method non-linear method
Mohammad Reza AZADI KAKAVAND, Reza ALLAHVIRDIZADEH
《结构与土木工程前沿(英文)》 2019年 第13卷 第5期 页码 1251-1270 doi: 10.1007/s11709-019-0554-2
关键词: flexural-shear-axial failure drift capacity reinforced concrete columns statistical analysis fragility curves
SPT based determination of undrained shear strength: Regression models and machine learning
Walid Khalid MBARAK, Esma Nur CINICIOGLU, Ozer CINICIOGLU
《结构与土木工程前沿(英文)》 2020年 第14卷 第1期 页码 185-198 doi: 10.1007/s11709-019-0591-x
关键词: undrained shear strength linear regression random forest gradient boosting machine learning standard penetration test
Fan ZHANG, Mo LI, Shanshan GUO, Chenglong ZHANG, Ping GUO
《农业科学与工程前沿(英文)》 2018年 第5卷 第2期 页码 177-187 doi: 10.15302/J-FASE-2017177
关键词: crop planting structure optimization inexact two-stage stochastic programming runoff forecasting Shiyang River Basin uncertain multiple linear regression
Option-like properties in the distribution of hedge fund returns
Katharina DENK, Ben DJERROUD, Luis SECO, Mohammad SHAKOURIFAR, Rudi ZAGST
《工程管理前沿(英文)》 2020年 第7卷 第2期 页码 275-286 doi: 10.1007/s42524-020-0095-3
关键词: hedge funds hedge fund index segmented linear regression models regime-switching models mimicking portfolios single factor-based hedge fund replication equity long–short strategy
Factor analysis for the statistical modeling of earthquake-induced landslides
Jeng-Wen LIN, Meng-Hsun HSIEH, Yu-Jen LI
《结构与土木工程前沿(英文)》 2020年 第14卷 第1期 页码 123-126 doi: 10.1007/s11709-019-0582-y
关键词: earthquake factor analysis slope landslides statistical modeling
Design and analysis of linear oscillating motor for linear pump application-magnetic field, dynamics
Zongxia JIAO,Tianyi WANG,Liang YAN
《机械工程前沿(英文)》 2016年 第11卷 第4期 页码 351-362 doi: 10.1007/s11465-016-0407-9
A linear oscillating motor is an electromagnetic actuator that can achieve short-stroke reciprocating movement directly without auxiliary transmission mechanisms. It has been widely used in linear pump applications as the source of power and motion. However, because of the demand of high power density in a linear actuation system, the performance of linear oscillating motors has been the focus of studies and deserves further research for high power density. In this paper, a general framework of linear oscillating motor design and optimization is addressed in detail, including the electromagnetic, dynamics, and thermal aspects. First, the electromagnetic and dynamics characteristics are modeled to reveal the principle for optimization. Then, optimization and analysis on magnetic structure, resonant system, and thermal features are conducted, which provide the foundation for prototype development. Finally, experimental results are provided for validation. As a whole, this process offers complete guidance for high power density linear oscillating motors in linear pump applications.
关键词: linear oscillating motor linear pump magnetic field motor optimization
Jingqing Hu, Jie Qiao, Deying Kang, Baoyan Liu
《医学前沿(英文)》 2011年 第5卷 第2期 页码 203-207 doi: 10.1007/s11684-011-0138-6
Recent development on statistical methods for personalized medicine discovery
null
《医学前沿(英文)》 2013年 第7卷 第1期 页码 102-110 doi: 10.1007/s11684-013-0245-7
It is well documented that patients can show significant heterogeneous responses to treatments so the best treatment strategies may require adaptation over individuals and time. Recently, a number of new statistical methods have been developed to tackle the important problem of estimating personalized treatment rules using single-stage or multiple-stage clinical data. In this paper, we provide an overview of these methods and list a number of challenges.
关键词: dynamic treatment regimes personalized medicine reinforcement learning Q-learning
Statistical considerations for genomic selection
Huimin KANG, Lei ZHOU, Jianfeng LIU
《农业科学与工程前沿(英文)》 2017年 第4卷 第3期 页码 268-278 doi: 10.15302/J-FASE-2017164
关键词: genomic estimated breeding value genomic selection linkage disequilibrium statistical methods
使用数据驱动模型优化抗体纯化策略 Article
刘松崧, Lazaros G. Papageorgiou
《工程(英文)》 2019年 第5卷 第6期 页码 1077-1092 doi: 10.1016/j.eng.2019.10.011
本工作致力于抗体片段纯化过程的多尺度优化。优化了生产过程中的色谱决策,包括色谱柱的数量及其大小,每批的循环数以及操作流速。使用基于微型实验数据的制造规模模拟数据集,建立了以负载质量、流速和柱床高度为输入的色谱通量数据驱动模型。与其他方法相比,分段线性回归建模方法具有简单、预测精度高的优点。提出了两种混合整数非线性规划(MINLP)模型,结合数据驱动模型,以最小化每克抗体纯化过程的总成本。然后,使用线性化技术和多参数分解将这些MINLP模型重新构造为混合整数线性规划(MILP)模型。研究了两个具有不同色谱柱尺寸替代品的工业相关案例,以证明所提出模型的适用性。
Statistical process control with intelligence using fuzzy ART neural networks
Min WANG, Tao ZAN, Renyuan FEI,
《机械工程前沿(英文)》 2010年 第5卷 第2期 页码 149-156 doi: 10.1007/s11465-010-0008-y
关键词: statistical process control (SPC) fuzzy adaptive resonance theory (ART) histogram control chart time series analysis
Xue LI,Pengjing LI,Dong WANG,Yuqiu WANG
《环境科学与工程前沿(英文)》 2014年 第8卷 第6期 页码 895-904 doi: 10.1007/s11783-014-0736-z
关键词: Xin'anjiang River multivariable statistical analysis temporal variation spatial variation water quality
A review on different theoretical models of electrocaloric effect for refrigeration
《能源前沿(英文)》 2023年 第17卷 第4期 页码 478-503 doi: 10.1007/s11708-023-0884-6
关键词: electrocaloric effect effective Hamiltonian phase-field modeling different theoretical models
标题 作者 时间 类型 操作
Comparison between linear and non-linear forms of pseudo-first-order and pseudo-second-order adsorptionkinetic models for the removal of methylene blue by activated carbon
Junxiong LIN , Lan WANG ,
期刊论文
Enhanced empirical models for predicting the drift capacity of less ductile RC columns with flexural,
Mohammad Reza AZADI KAKAVAND, Reza ALLAHVIRDIZADEH
期刊论文
SPT based determination of undrained shear strength: Regression models and machine learning
Walid Khalid MBARAK, Esma Nur CINICIOGLU, Ozer CINICIOGLU
期刊论文
Integrated uncertain models for runoff forecasting and crop planting structure optimization of the Shiyang
Fan ZHANG, Mo LI, Shanshan GUO, Chenglong ZHANG, Ping GUO
期刊论文
Option-like properties in the distribution of hedge fund returns
Katharina DENK, Ben DJERROUD, Luis SECO, Mohammad SHAKOURIFAR, Rudi ZAGST
期刊论文
Factor analysis for the statistical modeling of earthquake-induced landslides
Jeng-Wen LIN, Meng-Hsun HSIEH, Yu-Jen LI
期刊论文
Design and analysis of linear oscillating motor for linear pump application-magnetic field, dynamics
Zongxia JIAO,Tianyi WANG,Liang YAN
期刊论文
Analysis on the distinguishing features of traditional Chinese therapeutics and related statistical issues
Jingqing Hu, Jie Qiao, Deying Kang, Baoyan Liu
期刊论文
Statistical process control with intelligence using fuzzy ART neural networks
Min WANG, Tao ZAN, Renyuan FEI,
期刊论文
Assessment of temporal and spatial variations in water quality using multivariate statistical methods
Xue LI,Pengjing LI,Dong WANG,Yuqiu WANG
期刊论文