Enhanced trajectory reconstruction from sparse and noisy GPS data: A progressive chunked transformer approach by Yonghui Liu, Qian Li, Inhi Kim

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Interpersonal psychological needs as mediators linking abusive supervision and concurrent suicidal ideation: mediation analysis using parallel-process latent growth models based on... by Yingying Yao, Zhihong Qiao, Dan Dong

“…Results Employing a parallel-process latent growth model, we found that suicidal ideation exhibited parallel development with with abusive supervision, in both initial level (β = 0.714, p < 0.001) and growth rate (β = 0.618, p < 0.001). …”
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Sublinear association between cortical thickness at the onset of the adult lifespan and age-related annual atrophy parallels spatial patterns of laminar organization in the adult c... by Bruno Hebling Vieira, Carlos Ernesto Garrido Salmon

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Context-Adaptable Deployment of FastSLAM 2.0 on Graphic Processing Unit with Unknown Data Association by Jessica Giovagnola, Manuel Pegalajar Cuéllar, Diego Pedro Morales Santos

“…Additionally, we contribute a parallelized design of the data association step through the Joint Compatibility Branch and Bound (JCBB) method. …”
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Clinical and genetic parallels in congenital brain lesions without epilepsy by P. L. Sokolov, A. G. Prityko, N. V. Chebanenko, P. A. Romanov

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Parallel Variable Distribution Algorithm for Constrained Optimization with Nonmonotone Technique by Congying Han, Tingting Feng, Guoping He, Tiande Guo

“…Under appropriate conditions, the global convergence of the method is established. In the final part, parallel numerical experiments are implemented on CUDA based on GPU (Graphics Processing unit).…”
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Filaggrin and Atopic Dermatitis: Clinical and Pathogenetic Parallels and Therapeutic Possibilities by Nikolay N. Murashkin, Roman A. Ivanov, Eduard T. Ambarchian, Roman V. Epishev, Alexander I. Materikin, Leonid A. Opryatin, Alena A. Savelova

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Exploiting spatial dimensions to enable parallelized continuous directed evolution by Ting Wei, Wangsheng Lai, Qian Chen, Yi Zhang, Chenjian Sun, Xionglei He, Guoping Zhao, Xiongfei Fu, Chenli Liu

“…In a prototypical problem, SPACE remarkably simplified the process and evolved the promoter recognition of T7 RNA polymerase (RNAP) to a library of 96 random sequences in parallel. …”
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Parallel Primal-Dual Method with Linearization for Structured Convex Optimization by Xiayang Zhang, Weiye Tang, Jiayue Wang, Shiyu Zhang, Kangqun Zhang

“…This parallelization can greatly accelerate computation, particularly when run on parallel computing platforms. …”
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Functional dissection of a neuronal brain circuit mediating higher-order associative learning by El Yazid Rachad, Stephan Hubertus Deimel, Lisa Epple, Yogesh Vasant Gadgil, Anna-Maria Jürgensen, Magdalena Springer, Chen-Han Lin, Martin Paul Nawrot, Suewei Lin, André Fiala

“…Here, we use odor conditioning in Drosophila and computational modeling to dissect the architecture of neuronal networks underlying higher-order associative learning. We show that the responsible circuit, situated in the mushroom bodies of the brain, is characterized by parallel processing of odor information and by recurrent excitatory and inhibitory feedback loops that empower odors to gain control over the dopaminergic valence-signaling system. …”
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Parallel Machine Production and Transportation Operations’ Scheduling with Tight Time Windows by Yang Jiang, Tong He, Jie Xiong, Xin Wu, Yao Chen

“…This study addresses a parallel machine production and transportation operations’ scheduling problem with a tight time window associated with the transfer and delivery process. …”
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Indicadores ambientais para as comunidades que sustentam a agricultura (CSA) em São Paulo e agricultura solidária (SoLaWi) na Alemanha by Joana Ortega de Lima Amorim, Marta Cristina Marjotta-Maistro

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MapReduce based big data framework using associative Kruskal poly Kernel classifier for diabetic disease prediction by R. Ramani, S. Edwin Raja, D. Dhinakaran, S. Jagan, G. Prabaharan

“…Initially, significant attributes are selected by applying Associative Kruskal Wallis Feature Selection model. …”
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A Combinatorial Approximation Algorithm for the Vector Scheduling with Submodular Penalties on Parallel Machines by Bihui Cheng, Wencheng Wang

“…In this paper, we focus on solving the vector scheduling problem with submodular penalties on parallel machines. We are given n jobs and m parallel machines, where each job is associated with a d-dimensional vector. …”
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Research Framework and Anticipated Results of Key Technologies for Distributed Certificate-less Network Identity Systems by ZHANG Xiaosong, CAO Sheng, LU Tianbo, YANG Kun, GUI Xun, XIE Guotao, NIU Weina

“…In multi-level parallel smart contract virtual machines, a co-processing architecture was developed, overcoming challenges in vector instruction set design and memory management, which led to the implementation of a smart contract co-processor on domestic chips. …”
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Parcellating the vertical associative fiber network of the temporoparietal area: Evidence from focused anatomic fiber dissections by Evangelos Drosos, Spyridon Komaitis, Evangelia Liouta, Eleftherios Neromyliotis, Eirini Charalampopoulou, Lykourgos Anastasopoulos, Theodosis Kalamatianos, Georgios P. Skandalakis, Theodoros Troupis, George Stranjalis, Aristotelis V. Kalyvas, Christos Koutsarnakis

“…Research question: To systematically study the vertical parietal and temporoparietal short association fibers. Material and methods: Thirteen normal, adult cadaveric hemispheres, were treated with the Klinger's freeze-thaw process and their subcortical anatomy was studied using the microdissection technique. …”
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An in vivo systemic massively parallel platform for deciphering animal tissue-specific regulatory function by Ashley R. Brown, Ashley R. Brown, Grant A. Fox, Grant A. Fox, Irene M. Kaplow, Irene M. Kaplow, Irene M. Kaplow, Alyssa J. Lawler, Alyssa J. Lawler, BaDoi N. Phan, BaDoi N. Phan, BaDoi N. Phan, Lahari Gadey, Lahari Gadey, Morgan E. Wirthlin, Morgan E. Wirthlin, Easwaran Ramamurthy, Easwaran Ramamurthy, Gemma E. May, Ziheng Chen, Qiao Su, Qiao Su, C. Joel McManus, Robert van de Weerd, Robert van de Weerd, Andreas R. Pfenning, Andreas R. Pfenning, Andreas R. Pfenning

“…While genome-wide association studies are swiftly identifying non-coding human disease-associated loci, decoding regulatory mechanisms is challenging due to causal variant ambiguity and their specific tissue impacts.Methods: Massively parallel reporter assays (MPRAs) are widely used in cell culture to study the non-coding enhancer regions, linking genome sequence differences to tissue-specific regulatory function. …”
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Entropy analysis in magnetized blood-based hybrid nanofluid flow via parallel disks by Rupa Baithalu, Subhajit Panda, P.K. Pattnaik, S.R. Mishra

“…The current investigation is based on the characteristic of particle concentration comprised of Fe3O4 and Ag in the base liquid blood that passed in between two infinite parallel disks filled with porous matrix. The electrically conducting fluid associated to maximum of 1.5 % of volume concentration from each of the solid particles affects the flow phenomena. …”
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Simultaneous isolation and parallel analysis of genomic DNA and total RNA: A comprehensive approach by Jeremy Rouse, Han Wei, Abigail Annas, David Scott, Divya Bhagchandani, Clayton Beard

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Evaluating bovine tuberculosis risk communication materials in Michigan and Minnesota for severity, susceptibility, and efficacy messages by Bret A. Muter, Meredith L. Gore, Shawn J. Riley, Maria K. Lapinski

“…To this end, we analyzed the content of 41 print and electronic TB risk communication materials (e.g., brochures, handouts, websites) available to stakeholders in Michigan and Minnesota, USA, during April 2010 to 1) describe and compare the materials; 2) make data‐based recommendations to improve existing messages; and 3) highlight the ability of the extended parallel process model (EPPM), a well‐known health communication theory, to serve as a framework for evaluation of wildlife disease issues. …”
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