A comparative analysis of LSTM, GRU, and Transformer models for construction cost prediction with multidimensional feature integration by Tang Shi, Kazuya Shide

“…The objective of this study is to identify the most effective deep learning model for accurately predicting construction costs by comparing the performance of LSTM, GRU, and Transformer models. …”
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Data-driven Dynamics with Orbital Torus Imaging: A Flexible Model of the Vertical Phase Space of the Galaxy by Adrian M. Price-Whelan, Jason A. S. Hunt, Danny Horta, Micah Oeur, David W. Hogg, Kathryn Johnston, Lawrence Widrow

“…OTI (1) does not require a global model for the Milky Way mass distribution, and (2) does not require detailed modeling of the selection function of the input survey data. …”
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Dynamics of a Viral Infection Model with General Contact Rate between Susceptible Cells and Virus Particles by Chenxi Dai, Cui Ma, Lijuan Song, Kaifa Wang

“…This paper investigates the dynamic behavior of a viral infection model with general contact rate between susceptible host cells and free virus particles. …”
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Corrigendum to “A Fuzzy Clustering Logic Life Loss Risk Evaluation Model for Dam-Break Floods” by Yantao Zhu, Xinqiang Niu, Chongshi Gu, Bo Dai, Lixian Huang

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Variable Cell Transmission Model for Mixed Traffic Flow with Connected Automated Vehicles and Human-Driven Vehicles by Yuting Jin, Zhihong Yao, Jiazhe Han, Lu Hu, Yangsheng Jiang

“…Second, the VCTM with different market penetration rates (MPR) of CAVs is proposed based on the classical cell transmission model (CTM). Then, the effectiveness of VCTM is verified by micro-simulation based on the intelligent driver model (IDM). …”
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Sparse Codebook Model of Local Structures for Retrieval of Focal Liver Lesions Using Multiphase Medical Images by Jian Wang, Xian-Hua Han, Yingying Xu, Lanfen Lin, Hongjie Hu, Chongwu Jin, Yen-Wei Chen

“…Bag-of-Visual-Words (BoVW) (codebook-based model) has been proven to be effective for different classification and retrieval tasks. …”
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FlowMFD: Characterisation and classification of tor traffic using MFD chromatographic features and spatial–temporal modelling by Liukun He, Liangmin Wang, Keyang Cheng, Yifan Xu

“…In addition, FlowMFD utilises a cascaded model with a two‐dimensional convolutional neural network (2D‐CNN) and a bidirectional gated recurrent unit to capture spatial‐temporal dependencies between MFDCF. …”
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MATHEMATICAL MODELING OF HEAT WORKING OF THROUGH-TYPE HEATING FURNACES IN SCHEMA OF COUNTER FLOW HEAT EXCHANGE by V. I. Timoshpolskij, M. L. German, I. A. Trusova, P. E. Ratnikov

“…The mathematical model of calculation of metal heating in through-t ype heating and thermal furnaces, using scheme of counter flow heat exchange, is developed.…”
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Optimizing Energy Supply for Full Electric Vehicles in Smart Cities: A Comprehensive Mobility Network Model by Victor Fernandez, Virgilio Pérez, Rosa Roig

“…This study presents a comprehensive mobility network model designed to predict and optimize the energy supply for FEVs within smart cities. …”
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Retracted: The Exponentiated Exponential-Inverse Weibull Model: Theory and Application to COVID-19 Data in Saudi Arabia by Journal of Mathematics

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Development and internal validation of a metabolism-related model for predicting 30-day mortality in neonatal sepsis by Xiangwen Tu, Junkun Chen, Wen Liu

“…The aim of this study is to develop a metabolism-related model for assessing 30-day mortality in neonatal sepsis. …”
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Therapy with Interleukin-22 Alleviates Hepatic Injury and Hemostasis Dysregulation in Rat Model of Acute Liver Failure by Tariq Helal Ashour

“…The therapeutic efficacy of interleukin-22 (IL-22) on liver injury and hematological disturbances was studied in rat model of acute liver failure (ALF) induced by D-galactosamine/lipopolysaccharide (D-GalN/LPS). …”
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Modèles d’ancrage à l’Union européenne et spécialisations des pays partenaires méditerranéens by Sandra Palméro, Nathalie Roux

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CFD Modelling of a Centrifugal Compressor with Experimental Validation through Radial Diffuser Static Pressure Measurement by Brett Dewar, Jonna Tiainen, Ahti Jaatinen-Värri, Mike Creamer, Mariana Dotcheva, Jovana Radulovic, James M. Buick

“…The results show that the CFD model generally slightly underpredicts the static pressure value as compared to the experimental results. …”
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Modeling and Simulation of Combined Heat and Mass Transfer in Zeolite SAPO-34 Coating for an Adsorption Heat Pump by Imen Amari, M. H. Chahbani

“…The aim of this work is to study an adsorbent bed coated with the zeolite SAPO-34. A simulation model based on governing equations for energy, mass, and momentum transfers is developed using COMSOL Multiphysics software. …”
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Analysis of geotourism system in Firoozkouh township and presentation of its development model from the perspective of geopark capability by somayeh jahantigh mand, amir karam, ezat ghanavati

“…In order to evaluate and explain the geotourism conditions of a region and the capabilities of a destination to become a geopark, it is necessary to present and explain the optimal and desirable model for the development of geotourism destinations. …”
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Coordination of natural and built infrastructure to better manage extreme events: a hydro-finance modeling framework by Hongkai Gao, Reepal Dinesh Shah, Dai Yamazaki, Theodore J Bohn, Glen Low, John Louis Sabo

“…In this paper, we developed a hydro-finance modeling framework to analyze the impact of constructed wetlands on streamflow extremes and cash flow compared to a purely built, or hard path, infrastructure project. …”
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Studying Cortical Plasticity in Ophthalmic and Neurological Disorders: From Stimulus-Driven to Cortical Circuitry Modeling Approaches by Joana Carvalho, Remco J. Renken, Frans W. Cornelissen

“…However, recent studies imply that the modeled neuronal properties and the cortical visual maps vary substantially within healthy participants, e.g., in response to specific stimuli or under the influence of cognitive factors such as attention. …”
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Why the Real Atmosphere Has More Energy than Climate Models: Implications for Ground-Based Telescopes by Adrian F. Tuck

“…The calculation of Gibbs free energy via the statistical multifractal analysis of airborne observations indicates that the atmosphere is not at local thermodynamic equilibrium. Both climate models and meteorological analyses assume that it is. …”
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Modelling the Environmental Effects of Railway Vibrations from Different Types of Rolling Stock: A Numerical Study by Georges Kouroussis, David P. Connolly, Konstantinos Vogiatzis, Olivier Verlinden

“…Four vehicle types (Thalys, German ICE, Eurostar, and Belgian freight trains) are investigated using a multibody approach. First, a numerical model is constructed using a flexible track on which the vehicles traverse at constant speed. …”
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