ADAPTABLE DYNAMIC ROUTING SYSTEM IN URBAN TRANSPORT LOGISTICS PROBLEMS USING GIS DATA by Viktor DANCHUK, Oleksandr HUTAREVYCH

“…Here, it is possible to simultaneously take into account the actual configuration of the urban road network (URN) and the real-time dynamics of traffic flows. …”
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Linear low-density polyethylene/silica micro- and nanocomposites: dynamic rheological measurements and modelling

“…Linear low-density polyethylene (LLDPE) based composites were prepared by melt compounding with 1, 2, 3 and 4 vol% of various kinds of amorphous silicon dioxide (SiO2) micro- and nanoparticles. Dynamic rheological tests in parallel plate configuration were conducted in order to detect the role of the filler morphology on the rheological behaviour of the resulting micro- and nanocomposites. …”
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Statistical Properties of SIS Processes with Heterogeneous Nodal Recovery Rates in Networks by Dongchao Guo, Libo Jiao, Wendi Feng

“…A major underlying assumption is that the recovery process and infection process are homogeneous, allowing the associated theoretical studies to be conducted in a convenient manner. However, the recovery and infection processes usually exhibit heterogeneous rates in the real world, which makes it difficult to characterize the general relations between the dynamics and the underlying network structure. …”
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An ODE based neural network approach for PM2.5 forecasting by Md Khalid Hossen, Yan-Tsung Peng, Asher Shao, Meng Chang Chen

“…As continuous-time neural networks, Neural ODEs excel in modeling the intricate dynamics of time-series data, presenting a robust alternative to traditional LSTM models. …”
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Pedestrian Trajectory Prediction Based on Dual Social Graph Attention Network by Xinhai Li, Yong Liang, Zhenhao Yang, Jie Li

“…Extensive comparative experiments conducted on the widely used ETH and UCY benchmark datasets demonstrate that the proposed network consistently surpasses the baseline methods across the key evaluation metrics, including the Average Displacement Error (ADE) and Final Displacement Error (FDE). …”
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Accounting for contact network uncertainty in epidemic inferences with Approximate Bayesian Computation by Maxwell H. Wang, Jukka-Pekka Onnela

“…Abstract In models of infectious disease dynamics, the incorporation of contact network information allows for the capture of the non-randomness and heterogeneity of realistic contact patterns. …”
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Experimental Studies of Neural Network Control for One-Wheel Mobile Robot by P. K. Kim, S. Jung

“…To compensate for uncertainties in robot dynamics, a neural network is added to the nonmodel-based PD-controlled system. …”
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Accentuation Networks of IT Students, Managers and Journalists: an Interdisciplinary Approach in Comparative Analysis by P. P. Deryugin, S. D. Kurazhev, L. P. Sazhenkova, D. A. Lebedintsev

“…Network modeling of the dynamics of the formation of students' accents as they study at the university provides a reliable basis for evaluating and managing the educational process.…”
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Simulating inter-city population flows based on graph neural networks by Miao Luo, Yimin Chen

“…This paper aims to investigate the dynamics of population flows and their intricate ties to industrial structure, so we employ the graph neural networks (GNNs) method to simulate inter-city population flows in China, which efficiently integrates demographic and socioeconomic data with Tencent migration big data while accounts for geographical relationships between cities. …”
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Dynamic scheduling for flexible job shop based on MachineRank algorithm and reinforcement learning by Fujie Ren, Haibin Liu

“…The effectiveness and rationality of the dynamic scheduling trigger rules were also validated.…”
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Modeling Parking Occupancy Using Algorithm of 3D Visibility Network by Matej Babic, Branko Ster, Ladislav Hluchy, Giuliana Baiamonte, Michele Cali

“…The parking dynamics and parking system were modeled with cellular neural networks (CNNs) based on weather conditions, and magnetic parking sensors were replaced with pillar sensors. …”
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Hybrid Random Feature Selection and Recurrent Neural Network for Diabetes Prediction by Oyebayo Ridwan Olaniran, Aliu Omotayo Sikiru, Jeza Allohibi, Abdulmajeed Atiah Alharbi, Nada MohammedSaeed Alharbi

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Blockchain-based voluntary carbon market: strategic insights into network structure by Eleonóra Bassi, Michael Lustenberger, Srebrenka Letina

“…This research examines the structure of blockchain-based voluntary carbon market (VCM) and the factors shaping their formation. Conducted as part of the 2023–2025 Innosuisse project 104.664 IP-EE, it aims to provide insights to support participants in strategic positioning within the network. …”
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Graph-Based Adaptive Network With Spatial-Spectral Features for Hyperspectral Unmixing by Hua Dong, Xiaohua Zhang, Jinhua Zhang, Hongyun Meng, Licheng Jiao

“…Thus, we integrate a convolutional neural network to learn local discriminative spatial-spectral features. …”
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Quantifying Uncertainty in Projections of Desertification in Central Asia Using Bayesian Networks by Jinping Liu, Yanqun Ren, Panxing He, Jianhua Xiao

“…The present study quantifies desertification risk through an integrated approach using Bayesian networks and the ESAS model, offering a holistic perspective on desertification dynamics. …”
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Parenting styles and preschool children's development: from network analysis perspective by Jiahao Han, Jiahao Han, Zhixiong Yan, Zhixiong Yan

“…Networks were constructed via Extended Bayesian Information Criterion for Graphical Lasso (EBICGLasso), with centrality, bridge analysis, and age-group comparisons (3-, 4-, and 5-year-olds) conducted. …”
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Real-Time Electric Taxi Guidance for Battery Swapping Stations Under Dynamic Demand by Yu Feng, Xiaochun Lu, Xiaohui Huang, Jie Ma

“…It integrates a genetic algorithm with KD-tree search to handle dynamic demand insertion. A case study based on Beijing’s Fourth Ring Road network was conducted to evaluate the strategies under four driver preference scenarios. …”
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Modeling and Optimization for Submersible Pump Tubular Linear Motor Based on Dynamic Load Analysis by Qiyi Wu, Bowen Xu, Xing Liu, Lin Qiu, Jien Ma, Caisong Yan, Xin Yin, Youtong Fang

“…This study proposes an advanced SPPMTLM model that incorporates these considerations, offering enhanced accuracy and practicality. First, a dynamic sub-model of the SPPMTLM was developed to elucidate the dynamic load spectrum during one working cycle. …”
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Balanced operation strategies of district heating systems based on dynamic hydraulic-thermal modeling by Xiaojie Lin, Ning Zhang, Zheng Luo, Encheng Feng, Wei Zhong

“…The linearization and iterative optimization process are adopted to simplify the hydraulic and thermal modeling for the single pipe, and the hydraulic and thermal calculation are conducted sequentially. For the primary side network in the various operation conditions, the dynamic hydraulic-thermal model is established. …”
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Altered inter-hemispheric and intra-hemispheric functional connectivity dynamics in male cigarette smokers by Mengzhe Zhang, Huiyu Huang, Xiaoyu Niu, Jinghan Dang, Jieping Sun, Qiuying Tao, Weijian Wang, Shaoqiang Han, Jingliang Cheng, Yong Zhang

“…Abstract Background Previous study has overlooked the heterogeneity between hemispheres and the knowledge of brain temporal dynamics in tobacco use disorder (TUD) individuals was limited. …”
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