Integrating Metaheuristics and Machine Learning for Enhanced Vehicle Routing: A Comparative Study of Hyperheuristic and VAE-Based Approaches by Kassem Danach, Louai Saker, Hassan Harb

“…This study addresses the optimization of the Vehicle Routing Problem (VRP) with prioritized customers by introducing and comparing two advanced solution approaches: a metaheuristic-based hyperheuristic framework and a Variational Autoencoder (VAE)-based hyperheuristic. …”
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Exploring the chemical space of ionic liquids for CO2 dissolution through generative machine learning models by Xiuxian Chen, Guzhong Chen, Kunchi Xie, Jie Cheng, Jiahui Chen, Zhen Song, Zhiwen Qi

“…Lastly, the PSO algorithm is employed to search the latent space for optimal IL structures with the highest predicted solubility. A total of 5120 ILs are generated and optimized through 10 parallel runs of PSO. …”
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Bearing fault diagnosis based on improved DenseNet for chemical equipment by Wu Huiyong, Jiang Kuan, Wang Yanyu

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Genomic Signatures of Environmental Adaptation in <i>Castanopsis hainanensis</i> (Fagaceae) by Sha Li, Xing Chen, Yang Wu, Ye Sun

“…This study employs genome-wide single-nucleotide polymorphism (SNP) markers to investigate genetic structure, population dynamics, and adaptive variation. …”
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Global Pattern of Vegetation Homogeneity and Its Impact on Land Surface Temperature by Ehsan Rahimi, Pinliang Dong, Chuleui Jung

“…Our findings offer valuable insights into the role of vegetation structure in regulating surface temperature across diverse ecosystems. …”
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Spatially distributed gradient-based calibration and parametric sensitivity of a spatialized hydrological model over 235 French catchments by Pierre-André Garambois, François Colleoni, Ngo Nghi Truyen Huynh, Ahmad Akhtari, Ngoc Bao Nguyen, Apolline El-Baz, Maxime Jay-Allemand, Pierre Javelle

“…New hydrological insights for the regions:: Under varying hydrological conditions, the GR4-like structure outperforms a simpler 3-parameter model in terms of robustness and accuracy. …”
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A HERMENEUTICAL APPROACH TO “IN SOLEMNITATE CORPORIS CHRISTI” BY EDUARD TERÉNYI by Anamaria Mădălina HOTORAN

“… In the organ play In solemnitate corporis Christi (1993), the variational principles aims to a macro and micro-structure as well. …”
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Annealing-Driven Modifications in ZnO Nanorod Thin Films and Their Impact on NO₂ Sensing Performance by Sandip M. Nikam, Tanaji S. Patil, Nilam A. Nimbalkar, Raviraj S. Kamble, Vandana R. Patil, Uttam E. Mote, Sadaf Jamal Gilani, Sagar M. Mane, Jaewoong Lee, Ravindra D. Mane

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Genetic Diversity of a Wild <i>Actinidia arguta</i> Population in Changbai Mountain Determined by Simple Sequence Repeat Markers by Xiaowu Sun, Guangli Shi, Songze Li, Jun Ai, Dan Sun, Zhenxing Wang, Peijin Ni, Zhendong Zhang, Shuaiming Chen, Zelong Du, Xiang Li, Fan Zhang

“…Leaf quality trait clustering and the unweighted pair group method with arithmetic average (UPGMA) clustering analysis showed similar classification results. Population structure analysis divided 148 individuals into three subgroups. …”
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Plasma state monitoring and disruption characterization using multimodal VAEs by Yoeri Poels, Alessandro Pau, Christian Donner, Giulio Romanelli, Olivier Sauter, Cristina Venturini, Vlado Menkovski, the TCV Team, the WPTE Team

“…Specifically, we use a latent variable model to represent diagnostic measurements as a low-dimensional, latent representation. We build upon the Variational Autoencoder framework, and extend it for (1) continuous projections of plasma trajectories; (2) a multimodal structure to separate operating regimes; and (3) separation with respect to disruptive regimes. …”
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The assessing of clinical relevance of chromosomal microarray analysis in the prenatal diagnosis of fetal growth restriction by Peng Li, Wenli Wu, Xiaoyun Zhang, Yuting Li, Miao Liu, Yanping Wang, Dongmei Man, Fengge Wang

“…Advanced maternal age, early-onset FGR, and severe FGR do not appear to influence the diagnostic rate of chromosomal variations (p > 0.05). Conclusion Chromosomal variations pose a significant risk in FGR with structural abnormalities, associated with the number of organ systems involved. …”
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Axial load induced vibrational changes in nonlocal stress-driven beams by Indronil Devnath, Mohammad Nazmul Islam

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How to promote local governments collaboration? evidence from carbon reduction in the Yangtze River Delta by Yue Liu, Yaodong Cang

“…This study presents a structural model and an impact mechanism model for collaboration through grounded theory, cluster analysis and variation coefficient analysis. …”
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A Robust Kalman Filter for Heavy-Tailed Measurement Noise Based on Gamma Pearson VII Mixture Distribution by Shen Liang, Guoliang Xu, Zhenmei Qin

“…This innovative methodology synthesizes Gaussian morphological properties with Gamma&#x2019;s supplementary parameters within the Pearson VII structural framework, establishing a unified probabilistic modeling paradigm. …”
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Virtual Electroencephalogram Acquisition: A Review on Electroencephalogram Generative Methods by Zhishui You, Yuzhu Guo, Xiulei Zhang, Yifan Zhao

“…Special emphasis is placed on their practical utility in augmenting EEG data. The structural designs and performance metrics of the different generative approaches in various application domains have been meticulously dissected and discussed. …”
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Authorial voice in Q1 linguistics and hard science journals: a corpus-based comparative study of stance, engagement, and genre conventions by Dalia M. Hamed, Naif Alqurashi

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Embedding 1D Euler Beam in 2D Classical Continua by Armine Ulukhanyan, Luca Placidi, Anil Misra, Roberto Fedele, Raimondo Luciano, Francesco Fabbrocino

“…In this contribution, the classical Cauchy first-gradient elastic theory is used to solve the equilibrium problem of a bidimensional (2D) reinforced elastic structure under small displacements and strains. Such a 2D first-gradient continuum is embedded with a reinforcement, which is modeled as a zero-thickness interface endowed with the elastic properties of an extensional Euler–Bernoulli 1D beam. …”
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Shear hysteresis effects in concrete box girders with simply supported butterfly webs by Yunfei Zhang, Guangru Jiao, Jianbing Chen, Xinjiang Cai

“…The butterfly web concrete box girder represents an innovative bridge structure characterized by a hollow butterfly web design. …”
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A revisit to tail risk measures in the presence of bivariate regularly varying tailed insurance and financial risks by Yang Yang, Buyun Cheng, Zhimin Zhang

“… Consider a discrete-time insurance risk model in which the one-period insurance and financial risks are assumed to be independent and identically distributed random pairs, but a strong dependence structure is allowed to exist between each pair. Recently, Q. …”
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Similar Metabolic Costs for Mangrove Tree Crabs (Aratus pisonii) in Historic and Range‐Shifted Habitats by Blaine D. Griffen, Zachary J. Cannizzo, Laura S. Fletcher, Shelby N. Gold, Bailey N. Marlow, Hannah C. Richardson, Rocky L. Seeley, Amanda C. Dominguez Villalobos

“…One such species is the mangrove tree crab, Aratus pisonii, that has expanded beyond mangrove habitats into salt marshes, with the help of anthropogenic structures such as boat docks that mimic its natural habitat in many ways. …”
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