Pore‐Scale Modeling of Water and Ion Diffusion in Partially Saturated Clays by Yuankai Yang, Sergey V. Churakov, Ravi A. Patel, Nikolaos Prasianakis, Guido Deissmann, Dirk Bosbach, Jenna Poonoosamy

“…By using a mobility‐distance relationship from molecular simulations, Fick's law is numerically solved to simulate water diffusion in nanopores, while the coupled Poisson‐Boltzmann‐Nernst‐Planck equations are solved to simulate ion diffusion under the influence of the electrical double layer (EDL). Our model reveals that the decrease of relative effective diffusion coefficients during the desaturation is more pronounced for ions than for water, due to the additional transport pathway of water tracers in the gas phase. …”
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DNN-MPC Control Based on Two-Layer Optimization Method for the COGAG System by Jingjing Zhang, Jian Li, Xuemin Li, Xiuzhen Ma

“…An engine-propeller cooperative control based on model predictive control (MPC), which takes a deep neural network (DNN) as the prediction model, is studied, and a two-layer optimization method is proposed to improve the economy and maneuverability of the COGAG system. …”
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A multiscale electro-metabolic model of a rat neocortical circuit reveals the impact of ageing on central cortical layers. by Sofia Farina, Alessandro Cattabiani, Darshan Mandge, Polina Shichkova, James B Isbister, Jean Jacquemier, James G King, Henry Markram, Daniel Keller

“…Finally, in metabolic ageing, our model indicates that the middle cortical layers are particularly vulnerable to energy impairment.…”
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Improving winter condition simulations in SURFEX-TEB v9.0 with a multi-layer snow model and ice by G. Colas, V. Masson, F. Bouttier, L. Bouilloud, L. Pavan, V. Karsisto

“…Additionally, we have enhanced the TEB representation of snow on road, moving from a single-layer snow model (1-L), to a more precise multi-layer snow model known as Explicit Snow (ES). …”
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Shear Wave Velocity Analysis Based on Two Rock Layers Modeling Using Microtremor Data of Gresik and Surrounding Areas by Putri Aliffi Rahmahdina, Eko Bayu Purwasatriya, Marjiyono Marjiyono, Indra Permanajati, Afikah Binti Rahim

“…Therefore, this study was conducted to estimate the type of layer on the surface and its underlying layer based on the analysis of Vs (shear wave velocity) values in the surface lithological media and the underlying layer through the modeling of two rock layers. …”
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Solid-Gas Coupling Model for Coal-Rock Mass Deformation and Pressure Relief Gas Flow in Protection Layer Mining by Zhuohui Zhu, Tao Feng, Zhigang Yuan, Donghai Xie, Wei Chen

“…The solid-gas coupling model for mining coal-rock mass deformation and pressure relief gas flow in protection layer mining is the key to determine deformation of coal-rock mass and migration law of pressure relief gas of protection layer mining in outburst coal seams. …”
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MoT-PSA: a two-layer depth-averaged model for simulation of powder snow avalanches on 3-D terrain by Hervé Vicari, Dieter Issler

“…For snow-avalanche hazard mapping, one needs efficient tools that nevertheless capture the essential physical processes. The code MoT-PSA (Method of Transport – Powder Snow Avalanche) described here is based on the two-layer depth-averaged formulation for mixed snow avalanches developed by Eglit and co-workers in the 1980s but is extended to 3-D terrain and uses a fast numerical scheme based on the method of transport. …”
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The Prediction Model of Super Large Subsidence in High Water Table Coal Mining Areas Covered with Thick Unconsolidated Layer by Yueguan Yan, Weitao Yan, Jibo Liu, Junting Guo

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Production Dynamic of Coal-bed Methane After Well Pressure Based on Multi-layer Perceptron Model Inversion Study by LI Jingsong, WANG Tao, WANG Jinwei, WEI Zhipeng, XIAO Cong, TANG Jizhou

“…The multi-layer perceptron model is constructed with the training data generated by the nested discrete fracture coal-bed methane numerical simulator, and the collaborative inversion of reservoir-fracture parameters is realized by combining the intelligent algorithm. …”
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Fully Quantized Matrix Arithmetic-Only BERT Model and Its FPGA-Based Accelerator by Hiroshi Fuketa, Toshihiro Katashita, Yohei Hori, Masakazu Hioki

“…In this paper, we propose a fully quantized matrix arithmetic-only BERT (FQ MA-BERT) model to enable efficient natural language processing. …”
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The Use of Mathematical Modeling in Shallow Seismic Data Processing for Detalization of the Heavy Oil Reservoir Structure by R.N. Sitdikov, A.V. Stepanov

“…The process of building a 3D model of the structure of bitumen deposits using the ArcGIS software package and the modeling itself, which is performed using the Tesseral software package, are considered. …”
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Data-Augmented Deep Learning Models for Assessing Thermal Performance in Sustainable Building Materials by Ana Carolina Rosa, Carles Mateu, Assed Haddad, Dieter Boer

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Hybrid Dual-Input Model for Respiratory Sound Classification With Mel Spectrogram and Waveform by Fan Wang, Jiacheng Gao, Ying Wang, Guoheng Huang, Xiaochen Yuan

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A New Approach for Carrying Out Sentiment Analysis of Social Media Comments Using Natural Language Processing by Mritunjay Ranjan, Sanjay Tiwari, Arif Md Sattar, Nisha S. Tatkar

“…Our innovative method captures sentiments from text comments. The syntactic layer encompasses various processes such as sentence-level normalisation, identification of ambiguities at paragraph boundaries, part-of-speech (POS) tagging, text chunking, and lemmatization. …”
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Transport processes and ground temperature affected by solar irradiation through the troposphere layer by Peng-Sheng Wei, Wei-Cin Chen, Te-Chuan Ting, Chieh Lee, Yi-Cheng Tsai, Yin-Chih Hsieh, Hsuan-Han Chiu, David Su

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Automated Early-Stage Glaucoma Detection Using a Robust Concatenated AI Model by Wheyming Song, Ing-Chou Lai

“…This study presents a concatenated artificial intelligence model that combines two types of input features: fundus images and quantitative retinal thickness parameters derived from macular and peri-papillary retinal nerve fiber layer (RNFL) thickness measurements. …”
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Modelling of elastoviscoplastic properties of the subgrade. Problem statement 2 by V. M. Bel’Kov

“…Research of railway embankments in terms of physical and chemical mechanics were conducted discretely, without the creation of a coherent model of stability of layered systems, taking into account all the determining factors. …”
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EMISSION PROCESSES OF QUANTUM WELL INTERACTION WITH DELTA-LAYER IN pHEMT-HETEROSTRUCTURES by Yana V. Ivanova, George E. Yakovlev, Vasily I. Zubkov

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A recent review on advancements in dimensional accuracy in fused deposition modeling (FDM) 3D printing by Azhar Equbal, Ramesh Murmu, Veenit Kumar, Md. Asif Equbal

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Modeling conduction in composite spheres with time dependent convective boundary conditions - Application to periodic boiling of eggs by Rajai S. Alassar, Husain Al-Attas

“…The general model is used to simulate the periodic boiling of eggs, accounting for the distinct thermal properties of the albumen and yolk. …”
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