Prioritization of Urban Regions from the Perspective of Physical and Environmental Indicators of Livability (Case Study: 5 Regions of Urmia) by Nima Bayramzadeh, Amin Shahsavar

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A hierarchical trait and state model for decoding dyadic social interactions by Qianying Wu, Shigeki Nakauchi, Mohammad Shehata, Shinsuke Shimojo

“…Using representational similarity analysis, we mapped the EEG latent space to a skill-cognition space, establishing a connection between hidden neural signatures and social interaction behaviors. …”
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Predictions of Equatorial Vertical Plasma Drift Using TEC Data and a Neural Network Model by S. A. Reddy, X. Pi, C. Forsyth, A. Aruliah, A. Smith

“…To address daily prediction, the Vertical drIfts: Predicting Equatorial ionospheRic dynamics (VIPER) model has been developed. VIPER is a machine learning model that is trained on total electron content (TEC) data to predict low‐latitude vertical plasma drift observed by the C/NOFS mission across the period 2009–2015. …”
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Fixed Points of New Hybrid Contractions with Applications to Nonlinear Economic Models by Mohammed Shehu Shagari, Emmanuel Chukwuebuka, Usamot Idayat Foluke, Salah H. Alshabhi, Hala S. Mahgoub, Sakeena E. M. Hamed, Mustafa M. Mohammed, Awad A. Bakery

“…In this direction, we study a class of integral equations that can be considered as a form of economic model and apply one of our obtained results to develop new solvability conditions for a unique solution of the integral equation. …”
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Modeling and Fuzzy Logic Control of an Active Reaction Compensating Platform System by Y.J. Lin, Y. Lu, T. Lee, B. Choi

“…This article presents the application of the fuzzy logic (FL) concept to the active control of a multiple degree of freedom reaction compensating platform system that is designed and used for isolating vibratory disturbances of space-based devices. The physical model used is a scaled down two-plate platform system. …”
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Dynamic and low-dimensional modeling of brain functional connectivity on Riemannian manifolds by Mingyu Wang, Yueming Wang, Yuxiao Yang

“…Here, we develop a Riemannian state-space modeling framework to simultaneously address the challenges. …”
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Advances in spatiotemporal multiscale water-energy balance models: A Review by DONG Weijie, LIU Zhiyong, CHEN Xiaohong

“…We also review advancements in temporal-scale water and energy balance models, including those developed based on Budyko’s theory and the proportional hypothesis. …”
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An Efficient and Fast Model Reduced Kernel KNN for Human Activity Recognition by Zongying Liu, Shaoxi Li, Jiangling Hao, Jingfeng Hu, Mingyang Pan

“…With accumulation of data and development of artificial intelligence, human activity recognition attracts lots of attention from researchers. …”
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Machine Learning Models and Mathematical Approaches for Predictive IoT Smart Parking by Vesna Knights, Olivera Petrovska, Jasmina Bunevska-Talevska, Marija Prchkovska

“…Three regression-based ML models, random forest, gradient boosting, and LightGBM, were developed and their predictive capability was compared using data collected from three parking locations in Skopje, North Macedonia from 2019 to 2021. …”
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Deep exploration of logical models of cell differentiation in human preimplantation embryos by Mathieu Bolteau, Célia Messaoudi, Laurent David, Jérémie Bourdon, Carito Guziolowski

“…We demonstrate that SCIBORG is a powerful tool that integrates the diversity between gene expression profiles of cells at two different stages of development in the construction of Boolean models.…”
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Storm‐Time Modeling of the African Regional Ionospheric Total Electron Content Using Artificial Neural Networks by Daniel Okoh, John Bosco Habarulema, Babatunde Rabiu, Gopi Seemala, Joshua Benjamin Wisdom, Joseph Olwendo, Olivier Obrou, Tshimangadzo Merline Matamba

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Design and Dynamic Equivalent Modeling of Double-Layer Hoop Deployable Antenna by Hongwei Guo, Chuang Shi, Meng Li, Zongquan Deng, Rongqiang Liu

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Modular relations in work environments – Data-driven approaches to design their future by Paolo Tamborrini, Sofia Cretaio

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Le « droit à l’espace public » et la durabilité sociale à Los Angeles by Marine Dassé

“…Numerous types of urban resistance have developed and this article will show how regular people offer alternative solutions and counter-models. …”
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Research on design, modeling, and maneuverability analysis of hybrid-driven robotic fish by Fagang Bai, Xuening Song, Zekai Wang, Xingyao Wang, Yanjun Liu, Yanjun Liu, Kun Liu, Gang Xue, Gang Xue

“…Initially, the kinematic and dynamic modeling challenges associated with robotic fish are addressed, establishing a comprehensive coupled mathematical model that accounts for the robotic fish’s six degrees of freedom and the actuator dynamics. …”
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Deep generative model for the inverse design of Van der Waals heterostructures by Shikun Gao, Qinyuan Huang, Chen Huang, Cheng Li, Kaihao Liu, Baisheng Sa, Yadong Yu, Dezhen Xue, Zhe Liu, Mengyan Dai

“…To address the challenges of traditional experimental methods relying on trial-and-error and existing models struggling to incorporate target property constraints, this work achieves breakthroughs through three innovative stages: (1) introduce the SE(3)-equivariant graph neural network EquiformerV2 as the encoder-decoder within the CDVAE framework to enhance the generation quality of the model; (2) design a module integrating Low-rank Multimodal Fusion and Generative Adversarial Networks to map properties and structures into a joint latent space; and (3) for the first time propose a generative model for the vdW heterostructures, by conducting experimental validation on the dataset constructed from Janus III–VI vdW heterostructures. …”
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Monte Carlo modeling of multileaf collimators using the code Geant4 by Alex Cristóvão Holanda de Oliveira, José Wilson Vieira, Fernando Roberto Andrade Lima

“…The objective of this work is to describe a methodology for modeling MC of MLCs using code Geant4. To exemplify this methodology, the Varian Millennium 120-leaf MLC was modeled. …”
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Metaphors in the dictionary of German football language by R. V. Beliutin

“…The status of metaphors in the German football language and their firm position in this communicative space are distinguished through an outstanding network of synonymous constructions and variations, multifarious word-building patterns (mainly compounding) in developing new metaphoric units. …”
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Nonlinear Interactions in Spherically Polarized Alfvénic Turbulence by Trevor A. Bowen, Corina I. Dunn, Alfred Mallet, Jonathan Squire, Samuel T. Badman, Stuart D. Bale, Thierry Dudok de Wit, Timothy S. Horbury, Kristopher G. Klein, Davin Larson, Lorenzo Matteini, Michael D. McManus, Nikos Sioulas

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Associations of residential greenness with incident vascular diseases in middle-aged and older adults: A large prospective cohort study by Bolun Cheng, Wenming Wei, Shiqiang Cheng, Chuyu Pan, Yan Wen, Feng Zhang

“…Over a median follow-up of 10.8 years, more than 30,000 participants developed VD. Green space and natural environment were associated with a decreased VD risk, with green space showing the strongest effect on sequelae of CeVD (HR = 0.662, 95 %CI: 0.556–0.789), followed by natural environment on PVD (0.738, 0.667–0.815). …”
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