Insight mechanism of ANN model for denitrification in spouted bed bioreactor by Keshava Joshi, Lokeshwari Navalgund, Nabisab Mujawar Mubarak, Vinayaka B. Shet

“…These results demonstrate that the ANN model outperforms the regression model across all evaluated performance metrics, making it a more effective tool for capturing the complex dynamics of the denitrification process in the reactor.…”
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Drying characteristics of green pellets based on the Weibull and Dincer models by Xiaoping Zhang, Zihao Fan, Hongliang Wu, Junqiang Cong, Jialong Yang, Baoliang Wen

“…This study investigates the impact of various drying conditions on the drying characteristic of green pellets and evaluates the applicability of the Weibull and Dincer models in describing the drying process of green pellets. …”
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Automatic Acne Detection Model Based on Improved YOLOv7 by Delong Zhang, Chunyang Jin, Zhidong Zhang, Xiyuan Cao, Chenyang Xue

“…This model holds promise for effectively managing patient health status and providing valuable assistance to physicians in the diagnostic process.…”
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Sedimentary Model of Sublacustrine Fans in the Shahejie Formation, Nanpu Sag by Zhen Wang, Zhihui Ma, Lingjian Meng, Rongchao Yang, Hongqi Yuan, Xuntao Yu, Chunbo He, Haiguang Wu

“…The study demonstrates that sublacustrine fans in the study area are formed by gravity flow processes. A new model was established, illustrating the combined control of the Gaoliu Fault and reverse stepover faults on fan development. …”
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Spin-flash drying characteristics and kinetic model of antarctic krill by TAN Jiayu, OUYANG Jie, MA Tiantian, SHEN Jia

“…<b>Methods:</b> Six common thin-layer drying models were selected to fit the experimental data. …”
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Effect of tightening torque on the mechanical performance and damage form of hybrid bonded/bolted joints by SHEN Jinyi, HU Weixin, ZHANG Tianyu, HU Junshan, LIAO Wenhe, TIAN Wei, SHEN Ye

“…The damage initiation and propagation of the composite material were judged using the three-dimensional Linde criterion. The cohesive force model was used to simulate the damage failure process of the adhesive layer. …”
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Efficiency and heat transport processes of low-temperature aquifer thermal energy storage systems: new insights from global sensitivity analyses by Luka Tas, Niels Hartog, Martin Bloemendal, David Simpson, Tanguy Robert, Robin Thibaut, Le Zhang, Thomas Hermans

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Survey on the research progress of generative adversarial networks for 6G by Chanyuan MENG, Ke XIONG, Bo GAO, Yu ZHANG, Pingyi FAN

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Design and evaluation of main terminal connectors for power modules in the service environment of high-speed EMUs by ZENG Xianghao, ZHANG Xiao, HE Guanqiang, WU Shuzhou

“…The analysis obtained using the energy-based Darveaux model more closely aligns with the degradation process of the solder layers in the main terminal structure of IGBTs. …”
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Electrical Characterization of TiO2 Insulator Based Pd / TiO2 / Si MIS Structure Deposited by Sol-Gel Process by Kumar Shubham, R.U. Khan

“…Electrical characterization of a Pd / TiO2 / Si MIS structure has been reported in this paper. The TiO2 layer has been deposited on n-Si substrate by spin coating sol-gel process using Titanium Tetraisopropoxide [Ti(OC3H7)4]. …”
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Integrating GIS and remote sensing for soil attributes mapping in degraded pastures of the Brazilian Cerrado by Rômullo Oliveira Louzada, Ivan Bergier, Édson Luis Bolfe, Jayme Garcia Arnal Barbedo

“…Correlation-based metrics (T3/T4) were more effective in 72 % of models than mean-based approaches (T1/T2). The best models demonstrated high accuracy for clay (R² = 0.81; RMSE = 25.2 %), CEC (0.73; 23.6 %), silt (0.71; 44.7 %), and K (0.62; 44.3 %) in the 0–0.2 m layer. …”
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Experimental Analysis of Intermittent Pumping Effects on Seawater Intrusion by Shumei Zhu, Zhifang Zhou, Adrian D. Werner, Yongqiang Chen

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Enhancing Sentiment Analysis with a CNN-Stacked LSTM Hybrid Model by Shao Shuaijie

“…This model uses CNN for its advantage of capturing local features in the sequence after the embedding process, and LSTM for its advantage of capturing long-term dependencies in such sequential data after CNN layer. …”
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Deepwater Renewal in a Large, Deep Lake (Lake Geneva): Identifying and Quantifying Winter Cooling Processes Using Heat Budget Decomposition by N. Peng, U. Lemmin, F. Mettra, R. S. Reiss, D. A. Barry

“…However, differential cooling between shallow and deep waters can produce density currents that flow into deep layers. In order to determine the role that these two cooling processes play in deepwater renewal, field measurements and 3D numerical modeling were combined to investigate heat content dynamics in Lake Geneva's large basin, the Grand Lac (maximum depth 309 m), during an exceptionally cold air spell in early 2012 where complete overturning had been reported. …”
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Accurate prediction of damage depth of multi-story structural footings with Matlab implementation by Ang LI, Weidong WANG, Qian MOU, Feng WANG, Zhenghe MA, Lei ZHAO, Gang HUANG, Yonggen ZHOU, Shengqi TIAN

“…The results show that ① most of the working conditions in the calculation of the damage depth of multilayer structure base plate need to be solved by Taylor expansion and quadratic equation several times, and the manual calculation process is long and complicated, which is very likely to lead to deviations in the calculation results; ② by comparing the maximum damage depth of the base plate under the same working condition with the same parameters by manual calculation and machine calculation (Matlab built-in function), it can be seen that with the increase of the number of layers of the base plate, the manual solution process leads to the maximum damage depth of the base plate due to the repeated application of Taylor expansion. ③ The main interface of the software contains the number of layers, layer thickness, mechanical parameters, input boxes, calculation buttons, etc., which can quickly and intelligently identify the working conditions and calculate the maximum depth of damage of the bottom slab and the maximum depth of damage from the mining face to the bottom slab. ④ will be a mine of flat coal related lithological mechanical parameters into the software solution, by comparing and analyzing the five-layer structure of the maximum depth of destruction of the base plate theoretical value, fitting value, measured value and software value can be seen, the theoretical value and measured results deviation of 0.57 m, software value and measured value of the difference of 0.14 m, the results of multi-layer calculations under the software calculations are more in line with the actual needs, can be for the bottom of the board of the prevention and control of water hazards and safety of mining to provide a reliable technology parameter.…”
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Multi-physics ensemble modelling of Arctic tundra snowpack properties by G. J. Woolley, N. Rutter, L. Wake, V. Vionnet, C. Derksen, R. Essery, P. Marsh, R. Tutton, B. Walker, M. Lafaysse, D. Pritchard

“…To improve the simulation of profiles of density and SSA, parameterisations of snow physical processes that consider the effect of high wind speeds, the presence of basal vegetation, and alternate thermal conductivity formulations were implemented into an ensemble version of the Soil, Vegetation, and Snow version 2 (SVS2-Crocus) land surface model, creating Arctic SVS2-Crocus. …”
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Peridynamic Model of Vibrations in a Two-Dimensional Periodic Structure by Yuldasheva, A.V.

“…Unlike classical continuum mechanics, where the linearized model is described by partial differential equations, the peridynamic model leads to an integro-differential equation with a non integrable kernel. …”
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A Method to Simulate the Migration and Accumulation of Hydrocarbon with Analogue Modeling by Jian Cui, Dong Jia, Hongbin Wang, Hongwei Yin, Yanjun Wang, Delong Ma, Wujun Wu, Ziyan Jing, Xiaogen Fan, Li Shen, Xiaojun Wu, Wenqiang Liu, Xiulei Yang

“…A NaI-saturated layered sandbox model was constructed with an along-strike basal discontinuity, which during compression allowed a simple anticline with doubly verging reverse faults to form. …”
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Photoacclimation and Photoadaptation Sensitivity in a Global Ocean Ecosystem Model by Charles A. Stock, John P. Dunne, Jessica Y. Luo, Andrew C. Ross, Nicolas VanOostende, Niki Zadeh, Theresa J. Cordero, Xiao Liu, Yi‐Cheng Teng

“…Abstract Chlorophyll underpins ocean productivity yet simulating chlorophyll across biomes, seasons and depths remains challenging for earth system models. Inconsistencies are often attributed to misrepresentation of the myriad nutrient supply, growth and loss processes that govern phytoplankton biomass. …”
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Numerical Permeation Models to Predict the Annulus Composition of Flexible Pipes by João Marcos B. Vieira, José Renato M. de Sousa

“…Hence, this work proposes two finite element (FE) permeation models and discusses the effects of the pipe’s characteristics. …”
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