Evapotranspiration Partitioning of the <i>Populus euphratica</i> Forest Ecosystem in the Drylands of Northwestern China by Qi Zhang, Qi Feng, Yonghong Su, Cuo Jian

“…In addition, the exchange of water and carbon across different scales was governed by distinct regulatory mechanisms, where canopy-level WUE (WUEc) primarily depended on climatic conditions, while ecosystem-level WUE (WUEe) was more strongly influenced by vegetation structural characteristics. This study provided valuable insights into the ET characteristics, influencing factors, and water–carbon consumption mechanisms of desert vegetation in arid regions, and the conclusions of the discussion may provide theoretical insights for policymakers and ecosystem managers interested in preserving the ecological balance of arid regions.…”
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Method for compensating multi-time measurement data of distribution network based on alternating minimization matrix completion combined with VMD-ARIMA-LSTM by Xiaodan Yu, Ruijia Jiang, Xiaolong Jin, Hongjie Jia, Yunfei Mu, Wei Wei, Wanxin Tang

“…However, the increasing complexity of network structure and the high installation cost of measurement equipment introduce operational challenges including state variability and measurement data incompleteness. …”
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MODELING OF DEEP CURRENTS IN THE JAPAN SEA: RELATIONSHIP WITH THE CURRENTS IN THE THERMOCLINE LAYER by O. O. Trusenkova

“…Despite of relatively low spatial resolution, the model captures deep dynamic structures related to local bottom topographic features, such as anticyclonic eddies around underwater rises and seamounts and cyclonic eddies above topographic depressions in the subarctic sector. …”
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Analysis of China’s High-Speed Railway Network Using Complex Network Theory and Graph Convolutional Networks by Zhenguo Xu, Jun Li, Irene Moulitsas, Fangqu Niu

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Integrated Model Selection and Scalability in Functional Data Analysis Through Bayesian Learning by Wenzheng Tao, Sarang Joshi, Ross Whitaker

“…A key challenge lies in identifying low-dimensional representations and estimating covariance structures that capture population statistics effectively. …”
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SAMPLING OF THE PLAN OF REPAIRS OF THE MAIN EQUIPMENT IN THE ELECTRICAL POWER SYSTEM by O. I. Alexandrov

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Analysis of Stress-Strain State of a Cylinder with Variable Elasticity Moduli Based on Three-Dimensional Equations of Elasticity Theory by J. J. Ismayilova

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Bolt Anchorage Quality Levels Classification Method Based on HO‐VMD‐CNN‐BiLSTM by Fan Kesong, Zhang Can, Liu Shaowei, Feng Mengyin, Yan Ao, Fu Mengxiong, He Deyin, Nie Zhibin

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GNODEVAE: a graph-based ODE-VAE enhances clustering for single-cell data by Zeyu Fu, Chunlin Chen, Song Wang, Junping Wang, Shilei Chen

“…Current methods struggle to simultaneously preserve global structure, model cellular dynamics, and handle technical noise effectively. …”
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Synthesis of optimal laws for frequency-adjustable hydraulic drives of manipulation systems of mobile machines by Lagerev A.V., Lagerev I.A.

Subjects: “…which make it possible to ensure favorable parameters of movement (absence of dynamic movement instability) taking into account the magnitude of the operating operational loads and structural dimensions of the links. Mathematical model is proposed…”
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Progress and Challenges in Morphodynamics of Braided Rivers in Source Region of Yangtze River by LI Zhi-wei, OUYANG Wei-qi

“…Morphological parameters across different scales remain poorly integrated, and the coupling mechanism between bar-channel structures and overall stability has not been clearly understood. …”
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Interbudgetary transfers role in regulating the budgetary provision of the constituent entities of the Russian Federation by M. D. Khabib, O. I. Finikova, A. A. Polivanova

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The Impact of Fe-Mg Inoculation with Nickel Addition on the Microstructure of Thin-Walled Ductile Cast Iron by Agus Yulianto, Agus Dwi Anggono, Patna Partono, Ngafwan

“…While cast steel has a lower casting ability, cast iron demonstrates a superior casting performance but suffers from structural instability in thin sections, in which its phase structure tends to shift from graphite to cementite. …”
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Anatomical and Pathological Assessment of the Maxillary Sinus Using CBCT Imaging: A Retrospective Descriptive Study by Naida Hadžiabdić, Azra Imamović, Aida Džanković, Samra Korać, Irmina Tahmiščija

“…Cone Beam Computed Tomography (CBCT) offers enhanced visualization of sinus structures, thus facilitating the identification of anatomical variations and pathological conditions which are critical for surgical and dental treatment strategies. …”
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Analysis of Parameterized Quantum Circuits: On the Connection Between Expressibility and Types of Quantum Gates by Yu Liu, Kazuya Kaneko, Kentaro Baba, Jumpei Koyama, Koichi Kimura, Naoyuki Takeda

“…While much research has explored the relationship between expressibility and learning performance, as well as the number of layers in PQCs, the connection between expressibility and PQC structure has received comparatively less attention. …”
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A Simple and Effective KAN-Based Architecture for Accurate Battery RUL Prediction by Guangzai Ye, Li Feng, Jianlan Guo, Yuqiang Chen, Shufei Li

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A systematic review of deep learning chemical language models in recent era by Hector Flores-Hernandez, Emmanuel Martinez-Ledesma

“…Transformers, recurrent neural networks (RNNs), generative adversarial networks (GANs), Structured Space State Sequence (S4) models, and variational autoencoders (VAEs) are considered the main deep learning architectures used for molecule generation in the set of retrieved articles. …”
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Comparative analysis of accuracy and completeness in standardized database generation for complex multilingual lung cancer pathological reports: large language model-based assisted... by Hao Hang, Hao Hang, Liankai Yang, Zhongjie Wang, Zhebing Lin, Pengchong Li, Jiayue Zhu, Rang Liu, Shuai Pu, Xinghua Cheng

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Dynamical Behavior of Solitary Waves for the Space-Fractional Stochastic Regularized Long Wave Equation via Two Distinct Approaches by Muneerah Al Nuwairan, Bashayr Almutairi, Anwar Aldhafeeri

“…By employing a complete discriminant polynomial system, we derive novel classes of fractional stochastic solutions that capture the complex interplay between stochasticity and nonlocality. Additionally, the variational principle, derived by He’s semi-inverse method, is utilized, yielding additional exact solutions that are bright solitons, bright-like solitons, kinky bright solitons, and periodic structures. …”
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A Monument to a Scientific Error: Revisiting Vysotsky’s Version of James Cook’s Death by Alexander K. Zholkovsky

“…Thus, the monorhyme functions as an iconic projection of this structural-semantic construction. The article’s dedication to the memory of Andrei Nemzer is motivated by the history of the scholarly dialogue between the author and his esteemed late colleague.…”
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