Weighted Multimodel Predictive Function Control for Automatic Train Operation System by Shuhuan Wen, Jingwei Yang, Ahmad B. Rad, Shengyong Chen, Pengcheng Hao

“…Train operation is a complex nonlinear process; it is difficult to establish accurate mathematical model. In this paper, we design ATO speed controller based on the input and output data of the train operation. …”
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How do the Green Energy Stocks React to Green Bond Issuances? by Yavuz Gül, Mehmetcan Suyadal

“…Further, we determine that the share price response, in general, does not differ depending on the use of green bond proceeds and the years.…”
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Research on Recommendation Algorithm of Joint Light Graph Convolution Network and DropEdge by Haicheng Qu, Jiangtao Guo, Yanji Jiang

“…First, to reduce the cost of data storage and calculation, we initialize user and item embedding in the embedding layer of the algorithm. …”
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Study on Selfish Node Incentive Mechanism with a Forward Game Node in Wireless Sensor Networks by Mohammed Ahmed Ahmed Al-Jaoufi, Yun Liu, Zhen-jiang Zhang, Lorna Uden

“…We analyzed our approach theoretically and conducted simulations based on the idea of evolutionary game theory. …”
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Primordial black holes from effective field theory of stochastic single field inflation at NNNLO by Sayantan Choudhury, Ahaskar Karde, Pankaj Padiyar, M. Sami

“…Abstract We present a study of the Effective Field Theory (EFT) generalization of stochastic inflation in a model-independent single-field framework and its impact on primordial black hole (PBH) formation. …”
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Composite Bayesian Optimization in function spaces using NEON—Neural Epistemic Operator Networks by Leonardo Ferreira Guilhoto, Paris Perdikaris

“…We showcase the utility of this method for sequential decision-making by examining the problem of composite Bayesian Optimization (BO), where we aim to optimize a function $$f=g\circ h$$ f = g ∘ h , where $$h:X\rightarrow C(\mathscr {Y},{\mathbb {R}}^{d_s})$$ h : X → C ( Y , R d s ) is an unknown map which outputs elements of a function space, and $$g: C(\mathscr {Y},{\mathbb {R}}^{d_s})\rightarrow {\mathbb {R}}$$ g : C ( Y , R d s ) → R is a known and cheap-to-compute functional. …”
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StreetSurfaceVis: a dataset of crowdsourced street-level imagery annotated by road surface type and quality by Alexandra Kapp, Edith Hoffmann, Esther Weigmann, Helena Mihaljević

“…By crafting a heterogeneous dataset, we aim to enable robust models that maintain high accuracy across diverse image sources. …”
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Cómo crear ediciones digitales académicas entre La Habana y Berlín. El caso de Proyecto Humboldt Digital (ProHD) by Antonio Rojas-Castro, Grisel Terrón Quintero, Alaina Solernou Ferrer, Tobias Kraft

“…Finally, we analyze the first editorial results obtained and offer some conclusions on the main challenges faced.…”
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Effective First-Break Picking of Seismic Data Using Geometric Learning Methods by Zhongyang Wen, Jinwen Ma

“…In the case of supervised learning especially for deep learning(DL) models, we add a curve loss term based on the target curve geometry of first-break picking to the typical loss function. …”
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Effect on Multipotency and Phenotypic Transition of Unrestricted Somatic Stem Cells from Human Umbilical Cord Blood after Treatment with Epigenetic Agents by Foued Ghanjati, Simeon Santourlidis

“…Here we describe our treatment protocol and provide evidence that it induces a dedifferentiation step and concomitantly the acquisition of an extended differentiation capability of the new SpheUSSC type.…”
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Long-Term Safety and Efficacy of Percutaneous Left Atrial Appendage Closure with the LAmbre Device by Guangji Wang, Bin Kong, Yu Liu, He Huang

“…Methods. We analyzed 56 records of patients with nonvalvular AF undergoing LAAC procedures with the LAmbre device. …”
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Statistical flaws of the fitness-fatigue sports performance prediction model by Alexandre Marchal, Othmène Benazieb, Yisakor Weldegebriel, Thibaut Méline, Frank Imbach

“…We used cross-validation to draw a clear distinction between goodness-of-fit and predictive ability. …”
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Designing Constrained Trajectory Based on Maximizing Energy Reduction in Large-Scale Wireless Sensor Networks by Jia Xu, Chuan Ping Wang, Hua Dai, Da Qiang Zhang, Jing Jie Yu

“…The Mobile Sink based data collection in wireless sensor network can reduce energy consumption efficiently and has been a new data collection paradigm. In this paper, we focus on exploring polynomial algorithm to compute the constrained trajectory of the Mobile Sink for data collection. …”
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The role of oxidative stress, glucocorticoid receptor and ARMC5 in lipid metabolism by Yosuke Okuno, Atsunori Fukuhara, Iichiro Shimomura

“…Using adipocyte-specific glucocorticoid receptor knockout mice, we found that glucocorticoids also inhibited healthy adipose expansion and decreased insulin sensitivity. …”
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Existence of an Intermediate Metallic Phase at the SDW-CDW Crossover Region in the One-Dimensional Holstein-Hubbard Model at Half-Filling by Ashok Chatterjee

“…We find that an intervening metallic phase may exist at the crossover region of the CDW-SDW transition. …”
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Intra-regular semihypergroups characterized by Fermatean fuzzy bi-hyperideals by Warud Nakkhasen, Teerapan Jodnok, Ronnason Chinram

“…Next, we demonstrate that Fermatean fuzzy interior hyperideals coincide with Fermatean fuzzy hyperideals in intra-regular semihypergroups. …”
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Clinical and genetic analysis of methylmalonic aciduria in 60 patients from Southern China: a single center retrospective study by Hiba Abid, Areeba Abid, Sarah Sohail, Sara Jawaid

“…Abstract We read with interest the recent publication on methylmalonic aciduria (MMA) and commend the authors for their outstanding contribution. …”
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Application of Multiobjective Optimization Based on Modified SPEA2 Method for Tuning FOPID plus Second-Order Derivative Controller in Hydraulic Turbine Governing System by Tian Tian, Qiang Huang, Jinhua Lv, Mo Zhou, Jian Tang

“…In addition, we develop a modified strength Pareto evolutionary algorithm II (MSPEA2) to optimize the design parameters with multiple objectives. …”
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Identifying unregulated fisheries seasonality through commercial landings and local fishers’ knowledge by Abdulrahman Ben-Hasan, Mohammad E. Al Mukaimi

“…Additionally, we develop a questionnaire to obtain information from the recreational fishery—the only fishing sector composed of local fishers—to investigate whether peak commercial landing months overlap with local fishers’ knowledge. …”
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From Abnormal Hippocampal Synaptic Plasticity in Down Syndrome Mouse Models to Cognitive Disability in Down Syndrome by Nathan Cramer, Zygmunt Galdzicki

“…Finally, we will postulate on how altered plasticity may contribute to the DS cognitive disability.…”
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