PARAMETERIZATION

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Efficient Parameterization for Knowledge Graph Embedding Using Hierarchical Attention Network
《Computers, Materials & Continua》2025年第3期4287-4300,共14页Zhen-Yu Chen Feng-Chi Liu Xin Wang Cheng-Hsiung Lee Ching-Sheng Lin 
supported by the National Science and Technology Council(NSTC),Taiwan,under Grants Numbers 112-2622-E-029-009 and 112-2221-E-029-019.
In the domain of knowledge graph embedding,conventional approaches typically transform entities and relations into continuous vector spaces.However,parameter efficiency becomes increasingly crucial when dealing with l...
关键词：Knowledge graph embedding parameter efficiency representation learning reserved entity and relation sets hierarchical attention network 
Parameterization-based trajectory planning for an 8-DOF manipulator with multiple constraints
《Biomimetic Intelligence & Robotics》2025年第1期67-76,共10页Ziwu Ren Zhongyuan Wang Xiaohan Liu Rui Lin 
supported by Jiangsu(Industry Foresight and Key Core Technology)Key Research and Development Project(BE2022137);the National Natural Science Foundation of China(51675358).
A physically feasible,reliable,and safe motion is essential for robot operation.A parameterization-based trajectory planning approach is proposed for an 8-DOF manipulator with multiple constraints.The inverse kinemati...
关键词：8-DOF manipulator Trajectory planning PARAMETERIZATION Obstacle constraints Teaching-learning-based optimization 
Constructing Optimal Baseline Designs from Regular Designs
《Open Journal of Applied Sciences》2025年第2期463-479,共17页Shiyu Li 
This paper delves into the baseline design under the baseline parameterization model in experimental design, focusing on the relationship between the K-aberration criterion and the word length pattern (WLP) of regular...
关键词：Baseline Parameterization K-Aberration Criterion Regular Design Word Length Pattern 
Physically Constrained Adaptive Deep Learning for Ocean Vertical-Mixing Parameterization
《Advances in Atmospheric Sciences》2025年第1期165-177,共13页Junjie FANG Xiaojie LI Jin LI Zhanao HUANG Yongqiang YU Xiaomeng HUANG Xi WU 
supported by the National Natural Science Foundation of China(Grant Nos.42130608 and 42075142);the National Key Research and Development Program of China(Grant No.2020YFA0608000);the CUIT Science and Technology Innovation Capacity Enhancement Program Project(Grant No.KYTD202330)。
Existing traditional ocean vertical-mixing schemes are empirically developed without a thorough understanding of the physical processes involved,resulting in a discrepancy between the parameterization and forecast res...
关键词：deep learning vertical-mixing parameterization ocean sciences adaptive network 
The Equation for the CP Violating Phase for Quarks: The Rule for the Sum of Quark Oscillation Probabilities
《Journal of High Energy Physics, Gravitation and Cosmology》2024年第4期1835-1865,共31页Zoran B. Todorovic 
By applying the rules for the sum of quark oscillation probabilities for the original CKM matrix and for Wolfenstein’s parameterization, equations were derived in which the CP violating phase for quarks appears as an...
关键词：QUARKS CKM Matrix PMNS Matrix Wolfenstein Parameterization CP Violation Phase Jarlskog Invariant 
Parameterization of Tree and Shrub Stem Wood Density Adaptions to Multiple Climate and Soil Factor Gradients
《Advances in Atmospheric Sciences》2024年第12期2419-2431,共13页Xiang SONG Jinxu LI Xiaodong ZENG 
supported by the National Natural Science Foundation of China(Grant No.42275177);the Guangdong Major Project of Basic and Applied Basic Research(Grant No.2021B0301030007);the National Key Scientific and Technological Infrastructure project“Earth System Numerical Simulation Facility”(EarthLab).
Wood density(WD)is an important quality and functional trait of wood.However,despite the relationships between WD and abiotic factors being important to model or predict spatial distributions of functional traits,as w...
关键词：wood density abiotic factors fitting models plant functional type vegetation model 
Impact of Multiphysics Ensemble on Typhoon Mujigae(2015)Simulation in WRF Model
《Journal of Tropical Meteorology》2024年第4期373-389,共17页LIAN Qin-lai ZHANG Yu XU Jian-jun LIU Xiao-yu 
National Natural Science Foundation of China(42130605,72293604);Guangdong Basic and Applied Basic Research Foundation(2019B1515120018,2019A1515111009);Shenzhen Natural Science Foundation(JCYJ20210324131810029);Guangdong Provincial College Innovation Team Project(2019KCXTF021);First-Class Discipline Plan of Guangdong Province(080503032101,231420003)。
Typhoons,characterized by their high destructive potential,significantly impact coastal residents’lives and property safety.To optimize numerical models’typhoon simulation,carefully selecting appropriate physical pa...
关键词：WRF typhoon simulation cumulus parameterization microphysics parameterization deep convection 
Effects of canopy resistance parameterization on evapotranspiration partitioning and soil water contents in a maize field under a semiarid climate
《Frontiers of Agricultural Science and Engineering》2024年第4期544-560,共17页Lianyu YU Huanjie CAI Delan ZHU Yuhan LIU Fubin SUN Xiangxiang JI Yijian ZENG Zhongbo SU La ZHUO 
supported by Chinese Universities Scientific Fund(Z1090122048);Cyrus Tang Foundation,Shaanxi Province Science Foundation for Youths(2024JC-YBQN-0531);Special Project for the Investigation of Basic Resources of Ministry of Science and Technology,China(2022FY101602).
Different canopy resistance(rc)parameterization has been used in land surface models to simulate actual evapotranspiration(ETc)and soil hydraulic variable for crop fields.However,the influence of rc parameterization o...
关键词：Field experiment STEMMUS-ETmodel root-zone waterbudget Northwest China 
Quantifying the Role of the Eddy Transfer Coefficient in Simulating the Response of the Southern Ocean Meridional Overturning Circulation to Enhanced Westerlies in a Coarse-resolution Model
《Advances in Atmospheric Sciences》2024年第9期1853-1867,共15页Yiwen LI Hailong LIU Pengfei LIN Eric PCHASSIGNET Zipeng YU Fanghua WU 
supported by the National Key R&D Program for Developing Basic Sciences(2022YFC3104802);the National Natural Science Foundation of China(Nos.42306219 and 42106020);the Tai Shan Scholar Pro-gram(Grant No.tstp20231237);Part of computing resources are financially supported by Laoshan Laboratory(No.LSKJ202300301);Dr.Eric P.CHASSIGNET is supported by the CAS President’s International Fellowship Initiative(PIFI);NOAA Climate Program Office MAPP Program(Award NA15OAR4310088).
This study assesses the capability of a coarse-resolution ocean model to replicate the response of the Southern Ocean Meridional Overturning Circulation(MOC) to intensified westerlies,focusing on the role of the eddy ...
关键词：eddy transfer coefficient mesoscale eddy parameterization enhanced westerlies Southern Ocean Meridional Overturning Circulation ocean model 
Assessment of piloting behavior impact on landing risk of transport aircraft
《Chinese Journal of Aeronautics》2024年第9期178-192,共15页Zhiyue XIONG Shuguang ZHANG Mingkai WANG Peng TANG Mengmeng WANG 
supported by the Airworthiness Technology Research Center of Beihang University,China.
The human factors and their interaction with other factors play an important role in the flight safety of transport aircraft.In this paper,a paradigm of risk assessment for transport aircraft interacting with piloting...
关键词：Landing risk assessment Risk parameterization Human factors Piloting behavior model Landing safety boundary Subset simulation 
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