Neural Networks vs. Regression: A Comparative Analysis in Medical Data Processing by Minodora ANDOR, Gheorghe Ioan MIHALAŞ

“…The regression model followed standard statistical guidelines, while the FFNN required optimization of hyperparameters, including the number of layers, activation functions, learning rate, and  optimization algorithms. …”
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Reliability Analysis of Three-dimensional Soil Slopes Considering Spatial Variability of Soil Parameters by Wan Yukuai, Zhou Yuqi, Shao Linlan, Wang Yuke, Zhang Fei

“…This approach significantly improves the accuracy and computational efficiency of slope reliability analysis. …”
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Application of collaborative innovation between the logical brain and the associative brain in oil and gas gathering and transportation systems by Jing GONG, Siheng SHEN, Daqian LIU, Qi KANG, Shangfei SONG, Haihao WU, Bohui SHI

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Geometric constraints on tributary fluvial network junction angles by J. D. Pelletier, R. G. Hayes, O. Hoch, B. Fenerty, L. A. McGuire

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Theory-screened Prussian blue analogues-based nanozymes for promoting diabetic wound healing via ferroptosis inhibition by Qingrong Dong, Xiaomei Shen, Ge Fang, Jia Shi, Xiafeng Zhu, Jiangfeng Du, Hui Zhang, Cuicui Ge

“…Herein, we construct a series of Prussian blue analogues-based nanozymes as ferroptosis nano-inhibitors to simultaneously achieve highly efficient intracellular iron capture and antioxidant properties. Through computational and experimental methods, the optimized Prussian blue analogues (MPBs) with highest iron chelating efficiency and efficacy (CuPBs) are screened out and both the CuPBs and the post-chelated products have been demonstrated to exhibit reactive oxygen species (ROS)-scavenging activities. …”
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Encapsulation of menthol by cyclodextrins-comparison between experiments and molecular simulations by Sa Xu, Fang Wei, Ximing Xu, Rui Wang, Xiujuan Xu, Wu Fan, Guobi Chai, Qidong Zhang, Qingzhao Shi

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Predictive Modeling and Simulation of CO₂ Trapping Mechanisms: Insights into Efficiency and Long-Term Sequestration Strategies by Oluchi Ejehu, Rouzbeh Moghanloo, Samuel Nashed

“…A two-dimensional reservoir model was developed to simulate CO₂ injection dynamics under realistic geomechanical and geochemical conditions, incorporating four primary trapping mechanisms: residual, solubility, mineralization, and structural trapping. …”
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Thermodynamic and Heat Transfer Evaluation of Pocket Drying Section in the Multi-Cylinder Dryers of Paper Machine by Sh. Ghodbanan, R. Alizadeh, S. Shafiei

“…Result shows that increasing the exhaust humidity to the optimal level will lead to 4% reduction in the required energy and 20% rise in the heat recovery potential. …”
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Artificial intelligence in predicting pathogenic microorganisms’ antimicrobial resistance: challenges, progress, and prospects by Yan Li, Xiaoyan Cui, Xiaoyan Yang, Guangqia Liu, Juan Zhang

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Free- and Forced-Vibration Characteristic Analysis of a Double-Layered Cylindrical Shell with General Boundary Conditions by Jianghai Wu, Hongzhen Zhu, Yong Duan

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A matching design and parameter identification method of hybrid electric propulsion system by Bingjie Zhu, Yingtao Zhu, Qingyang Chen, Yafei Lu

“…Abstract The hybrid electric propulsion system presents significant potential and advantages for the advancement of general electric aviation. Efforts to optimize the parameters of the serial hybrid electric propulsion (S-HEP) system can effectively enhance energy utilization efficiency. …”
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YOLO-Dynamic: A Detection Algorithm for Spaceborne Dynamic Objects by Haiying Zhang, Zhengyang Li, Chunyan Wang

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Hydrodynamic Performance of Toroidal Propeller Based on Detached Eddy Simulation Method by Pei Xu, Yingchun Guo, Liyu Ye, Kewei Song

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Predicting soil compaction parameters in expansive soils using advanced machine learning models: a comparative study by Sultan Almuaythir, Muhammad Syamsul Imran Zaini, Rida Hameed Lodhi

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Research on Control of Ammonia Fuel Leakage and Explosion Risks in Ship Engine Rooms by Zhongcheng Wang, Jie Zhu, Xiaoyu Liu, Jingjun Zhong, Peng Liang

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Rapidly Progressive Bladder Cancer Diagnosed because of Spontaneous Bladder Rupture by Hiroki Hagimoto, Takeshi Sano, Soki Kashima, Takayuki Yoshino, Takayuki Goto, Atsuro Sawada, Shusuke Akamatsu, Toshinari Yamasaki, Masakazu Fujimoto, Yoichiro Kajita, Takashi Kobayashi, Osamu Ogawa

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Comparison of numerical results of RSM turbulence models for the problem of asymmetrical plane diffuser by Madaliev Murodil, Usmonov Mavlonbek, Tillaboyeva Farangiz, Mamatov Akmaljon, Otakulov Bakhromjon, Ro’zaliyev Sherzodjon, Mamatova Zilolaxon

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Application of Artificial Intelligence to Support Design and Analysis of Steel Structures by Sina Sarfarazi, Ida Mascolo, Mariano Modano, Federico Guarracino

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RAVSim v2.0: Enhanced visualization and comparative analysis for neural network models by Sanaullah, Axel Schneider, Joachim Waßmuth, Ulrich Rückert, Thorsten Jungeblut

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Intra-Abdominal Hypertension and Abdominal Compartment Syndrome. Literature Review by Sh. V. Timerbulatov, U. M. Abdullin, V. V. Viktorov, V. V. Plechev, A. R. Gafarova

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