Beam Shaping Freeform Lens Design With Modified Optical Flux Partition by Pin Han, Hsun-Ching Hsu, Cheng-Mu Tsai

“…In principle, arbitrary beam pattern can be achieved with this method, which uses a modified flux partition method. Taking a Lambertian light source as the example, this method successfully give different required intensity distributions, such as the isotropic and exponential ones. …”
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Fast Adaptive CU Partition Decision Algorithm for VVC Intra Coding by Lina Si, Wendi Zhu, Qiuwen Zhang

“…Therefore, this paper designs a Joint Random Forest Classifier (JRFC) to make decisions on CU partition types, and proposes fast adaptive CU partition decision algorithm for VVC intra coding combined with our previous work. …”
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A Partitioned Rigid Element–Interface Element–Finite Element Method (PRE-IE-FE) for the Slope Stability Analysis of Soil–Rock Binary Structures by Jianrong Xu, Taozhen Sheng, Yu Peng, Jianxin Wang, Boyang Hu

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Computing the coarseness measure of a bicolored point set over guillotine partitions by José Fernández Goycoolea, Luis H. Herrera, Pablo Pérez-Lantero, Carlos Seara

“…In this paper, the notion of computing the coarseness using a guillotine partition approach is introduced, and efficient algorithms for computing this guillotine coarseness are presented: a top-down approach and a dynamic programming approach, both of them achieving polynomial time and space complexities. …”
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Elucidating impacts of partitioning and transmembrane permeability on absorption of chemicals in human gastrointestinal tract by Shenghong Wang, Zhizhen Zhang, Dingsheng Li, Li Li

“…Here, we present an input-parsimonious and computationally efficient approach to support the screening-level estimation of Fabs from partitioning (characterized using the octanol–water partition coefficient at pH 7.4, KOW) and transmembrane permeability (characterized using the Caco-2 apparent permeability, Papp,Caco-2), based on a mechanistic description of processes involved in chemical absorption:Fabs=1-e-164571-2.40×10-9+2.40×10-9∙KOW∙10.0075∙1Papp,Caco-2-10.001530.346+10.00115Our approach demonstrates satisfactory performance in predicting Fabs for 176 hydrophobic and hydrophilic organic chemicals, with a Pearson correlation coefficient greater than 0.75 and a root mean square error of approximately 15 % in absolute Fabs values between experimental measurements and predictions. …”
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A Novel Partitioned Random Forest Method-Based Facial Emotion Recognition by Hanif Heidari, M. Murugappan, Javeed Shaikh-Mohammed, Muhammad E. H. Chowdhury

“…Random Forest (RF) is simpler and more efficient than other ML algorithms. Some modified versions of RF have been developed to improve classification accuracy in the literature. …”
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Progressive filling partitioning and mapping algorithm for Spark based on allocation fitness degree by Chen BIAN, Jiong1 YU, Wei-rong XIU, Bin LIAO, Chang-tian YING, Yu-rong QIAN

“…The job execution mechanism of Spark was analyzed,task efficiency model and Shuffle model were established,then allocation fitness degree (AFD) was defined and the optimization goal was put forward.On the basis of the model definition,the progressive filling partitioning and mapping algorithm (PFPM) was proposed.PFPM established the data distribution scheme adapting Reducers’ computing ability to decrease synchronous latency during Shuffle process and increase cluster the computing efficiency.The experiments demonstrate that PFPM could improve the rationality of workload distribution in Shuffle and optimize the execution efficiency of Spark.…”
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A Flow-Partitioned Unequal Clustering Routing Algorithm for Wireless Sensor Networks by Jian Peng, Xiaohai Chen, Tang Liu

“…In this paper, we propose a flow-partitioned unequal clustering routing (FPUC) algorithm to achieve better energy efficiency and energy balance. …”
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THE SET PARTITION PROBLEM SOLUTION USING RELAXATION METHOD TO THE SPECIALITY NETWORK PROBLEM by Gennadij A. Berketov, Andrej A. Mikrukov, Anatolij I. Polous

“…Efficiency the proposed algorithm allows to solve with its help specific practices for large-scale problems. …”
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A Convex Variational Interactive Model with Projection Method for Digital Images Partitioning by Abdul Kadir Jumaat, Mohamed Ammareza Mohamed Shariff, Nuruljannah Khairunnizam

“…Although this model achieved better accuracy and efficiency in image partitioning and is less sensitive to the initial contour’s location compared to the non-convex VIM, the partitioning process is significantly slower, especially for large-sized images. …”
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Partitioning Behavior of Papain in Ionic Liquids-Based Aqueous Two-Phase Systems by Zhiwen Bai, Yanhong Chao, Meiling Zhang, Changri Han, Wenshuai Zhu, Yonghui Chang, Huaming Li, Yang Sun

“…This paper attempts to study and optimize the affinity partitioning conditions of papain in an aqueous two-phase system (ATPS). …”
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Evapotranspiration Partitioning for Croplands Based on Eddy Covariance Measurements and Machine Learning Models by Jie Zhang, Shanshan Yang, Jingwen Wang, Ruiyun Zeng, Sha Zhang, Yun Bai, Jiahua Zhang

“…Accurately partitioning evapotranspiration (ET) of cropland into productive plant transpiration (T) and non-productive soil evaporation (E) is important for improving crop water use efficiency. …”
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A VVC intra coding method based on fast partition for coding unit by ZHONG Hui, LU Yu, YIN Haibing, HUANG Xiaofeng

“…Compared to the high efficiency video coding (HEVC) standard, the latest generation coding standard, versatile video coding (VVC) has introduced many new technologies, including quadtree (QT) and multi-type tree (MTT) partitioning. …”
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IMix: a user-friendly application for source partitioning using stable isotopes by Wenchen Song, Fei Li, Chuyang Luo

“…The use of IMix for the calculation of isotope mixing models can significantly enhance research efficiency.…”
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Hybrid Movie Recommendation System With User Partitioning and Log Likelihood Content Comparison by Yongmao Yang, Kampol Woradit, Kenneth Cosh

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Overcoming Stagnation in Metaheuristic Algorithms with MsMA’s Adaptive Meta-Level Partitioning by Matej Črepinšek, Marjan Mernik, Miloš Beković, Matej Pintarič, Matej Moravec, Miha Ravber

“…This study introduces <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>M</mi><mi>s</mi><mi>M</mi><mi>A</mi></mrow></semantics></math></inline-formula>, a novel meta-level strategy that externally monitors MAs to detect stagnation and adaptively partitions computational resources. When stagnation occurs, <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>M</mi><mi>s</mi><mi>M</mi><mi>A</mi></mrow></semantics></math></inline-formula> divides the optimization run into partitions, restarting the MA for each partition with function evaluations guided by solution history, enhancing efficiency without modifying the MA’s internal logic, unlike algorithm-specific stagnation controls. …”
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Module Partition Method of the Modular Design of Reducer based on Simulated Annealing and Genetic Algorithm by Zhao Han, Zhang Nan, Zong Wei

“…Finally,the products is classified by using the simulated annealing and genetic algorithm（ SAGA）,which is proved to be an efficient and rational way for module partition through the reducer instance.…”
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A New Two-Level Clustering Scheme for Partitioning in Distributed Wireless Sensor Networks by Nacéra Benaouda, Mohammed Mostefai

“…Graph theory methods have often been used to perform partitioning in classic distributed systems but seem to be not efficient in ad hoc or wireless sensor networks (WSN). …”
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Enhancing solar chimney performance via tangential partition walls: a computational study by Muhammad Ahmad, Siddique Mohd Umair, Mohammad O. Hamdan

“…This study investigates clean energy generation through the efficient utilization of solar irradiance in a solar chimney (SC) system. …”
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Experimental Study on Fire Resistance of Phase Change Energy Storage Concrete Partition Walls by Meichun Zhu, Jiangang Li, Ying Wang, Fanqin Meng

“…For this reason, fire resistance tests on eight PCM concrete partition wall specimens under the conditions of the ISO-834 standard fire curve were carried out. …”
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