Analysis and Optimization of Driving Attitude and Oscillation Characteristics of Suspension-Type Small Rail Vehicles by Bing Liu, Huijun Yue, Jiachun Lin, Xiangkai Wu, Zhaoyao Shi

“…Then, with the small amplitude and fast attenuation of the attitude angle and lateral velocity in a straight line and a bend as optimization objectives, the simulation model is optimized in terms of a series of variables, including the bogie with or without the supporting wheel, the supporting wheel tread, the driving wheel tread, the guide wheel tread, and the changes of the center of mass of the vehicle. …”
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Topology Optimization of Constrained Layer Damping on Plates Using Method of Moving Asymptote (MMA) Approach by Zheng Ling, Xie Ronglu, Wang Yi, Adel El-Sabbagh

“…The sensitivity of modal damping ratio to design variable is further derived and Method of Moving Asymptote (MMA) is adopted to search the optimized topologies of constrained layer damping layout on the plate. …”
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Dynamic Frequency Optimization for Underwater Acoustic Energy Transmission: Balancing Absorption and Geometric Diffusion in Marine Environments by Zhongzheng Liu, Tao Zhang, Yuhang Li, Yazhen Yuan, Nahid Mahmud, Yanzhang Geng

“…The transmission efficiency of underwater acoustic is doubly constrained by absorption attenuation and geometric spreading losses, with the relative interaction between these loss mechanisms exhibiting complex dynamic variations across the frequency spectrum. …”
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Alignment Optimization of Elastically Supported Submarine Propulsion Shafting Based on Dynamic Bearing Load Influence Numbers by Jinlin Liu, Zheng Gu, Junhui He, Shijie Cao

“…Taking the equivalent displacements of the bearings as variables, the alignment optimization of the shafting was achieved by combining the genetic algorithm and the response surfaces. …”
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An optimized ensemble ML-WQI model for reliable water quality prediction by minimizing the eclipsing and ambiguity issues by Ashifur Rahman, M. M. Mahbubul Syeed, Md. Rajaul Karim, Kaniz Fatema, Razib Hayat Khan, Mohammad Faisal Uddin

“…Although these models perform better than the conventional ones, recent studies have reported that the proposed approaches often produce inconsistent results due to data variability and outliers. The purpose of this research is to define a robust and reliable ensemble ML-WQI model that is optimized to attenuate the effect of data variability, eclipsing, and ambiguity issues for accurate water quality prediction. …”
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Creep constitutive model of logarithmic fractal structure derivative of deep hard brittle rock by LIU Yipin, LIU Wenbo, ZHANG Shuguang, HUANG Xiang, LI Yingbo, ZHAO Shutian

“…The model is further optimized, and the nonlinear dashpot is deeply improved by using the logarithmic fractal structure derivative dashpot with variable time fractal dimension. …”
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Optimization the preparation of whey protein from pasteurized liquid milk using Response Surface Methodology and Artificial Neural Network Model by Md. Anwar Hossain, Kanika Mitra, Md. Munnaf Hossen, Shammi Akhter

“…A polynomial function was used to analyze the association between the variables and their individual and joint effects. Fourier-transform infrared spectroscopy (FTIR) analysis was done with Attenuated total reflection (ATR) mode. …”
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Dataset and machine learning-based computer-aided tools for modeling working sorption isotherms in dried parchment and green coffee beansMendeley Data by Gentil A. Collazos-Escobar, Andrés F. Bahamón-Monje, Nelson Gutiérrez-Guzmán

“…This script provides a latent-variable-based tool for analyzing spectral patterns associated with different coffee types, allowing for robust model-based differentiation of coffee samples using their infrared properties. …”
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Sensor Location for Hydraulic Transient Monitoring and Leakage Location by Rui Gabriel Souza, Bruno Brentan, Gustavo Meirelles

“…Distribution Networks operate dynamically due to variable water consumption, but optimal operation is hindered by leakages, which increase treatment costs, energy consumption, and water shortage risks. …”
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Impact of PM_2.5 Pollution on Solar Photovoltaic Power Generation in Hebei Province, China by Ankun Hu, Zexia Duan, Yichi Zhang, Zifan Huang, Tianbo Ji, Xuanhua Yin

“…The inclusion of PM_2.5 as a predictor variable systematically enhanced model performance across all algorithms. …”
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Treg Cell Therapeutic Strategies for Breast Cancer: Holistic to Local Aspects by Hanwen Zhang, Oliver Felthaus, Andreas Eigenberger, Silvan Klein, Lukas Prantl

“…This review highlights the latest approaches to Tregs for BC treatment that both attenuate Treg-mediated immunosuppression in tumors and maintain immune tolerance, and advocates precise combination therapy strategies to optimize breast cancer outcomes.…”
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Offshore Optical-wireless Integrated Access Network Deployment Algorithm based on MHA-MAD by LI Xuehua, XI Tong, WANG Xin, HUANG Xiang

“…Furthermore, compared to multi-agent Deep Q-Network (DQN) method without the multi-head attention, MHA-MAD algorithm improves the performance by nearly 8% in the joint optimization objective of minimizing overall network deployment costs, node power consumption, link attenuation, and network deployment risk probabilities.…”
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A Preliminary Evaluation of the Comparative Efficacy of Gel-Based and Oil-Based CBD on Hematologic and Biochemical Responses in Dogs by Wassana Puttharaksa, Rangsun Charoensook, Rongdej Tungtrakanpoung, Niramon Hoidokhom, Saowaluk Rungchang, Bertram Brenig, Sonthaya Numthuam

“…However, its oral administration is limited by hydrophobicity, variable absorption, and extensive first-pass metabolism, which requires optimized delivery methods to enhance efficacy. …”
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Vitamin C as a Cardioprotective Agent Against Doxorubicin‐Induced Cardiotoxicity by Hamdi Nsairat, Zainab Lafi, Bassam M. Abualsoud, Belal O. Al‐Najjar, Ali Al‐Samydai, Ghaleb Ali Oriquat, Walhan Alshaer, Abed Alqader Ibrahim, Anthony L. Dellinger

“…In this capacity, vitamin C may be an effective adjunctive therapeutic for attenuating cardiac injury. Conversely, the clinical data remain variable, with emerging evidence supporting the notion that vitamin C can serve as a safe adjunct that preserves cardiac function during anthracycline therapy. …”
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NIC₆-TT Vaccine Reduces Nicotine-Seeking Behavior and Expression of Nicotine-Induced Locomotor Sensitization in Rats by Susana Barbosa Méndez, Alberto Salazar-Juárez

“…In humans, antibody levels are low and variable. In this sense, it is necessary to improve or optimize the nicotine vaccines already evaluated. …”
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Aerobic exercise, an effective intervention for cognitive impairment after ischemic stroke by Mingjin Zhu, Wenjun Chen, Jie Zhang

“…., NLRP3 inflammasome inhibition), and attenuation of oxidative stress. Preclinical and clinical studies demonstrate that aerobic exercise modalities such as gait training, cycling, and aquatic therapy enhance cognitive domains including memory, executive function, and attention, with optimal benefits observed at moderate-to-high intensity and a frequency of ≥3 sessions per week. …”
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Prediction of Spectral Response for Explosion Separation Based on DeepONet by Xiaoqi Chen, Zhanlong Qu, Yuxi Wang, Zihao Chen, Ganchao Chen, Xiao Kang, Ying Li

“…Existing structural designs for shock attenuation typically rely on shock response spectra methods, which require multiple finite element calculations to determine the optimal geometric parameters, leading to relatively low efficiency. …”
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Test study on flow field morphology of high-pressure abrasive water jet and erosion and failure characteristics of coal by Bingbing HE, Qiheng REN, Qingxiang WANG, Fucheng ZHANG, Lingjun MA, Yayou XU, Baofu WANG, Xiaolin SONG

“…The nozzle structure optimization experiment shows that with a nozzle diameter of 3.0 mm, an optimized crushing pit with a depth of 27.67 mm and a diameter of 42 mm is formed, and the crushing volume is increased by 2.36 times compared with the nozzle diameter of 1.5 mm. …”
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TheraVision: Engineering platform technology for the development of oncolytic viruses based on herpes simplex virus type 1 by Christina Funk, Nadja Uhlig, Zsolt Ruzsics, Florentin Baur, Matthias Peindl, Sarah Nietzer, Karina Epting, Gabriele Vacun, Gudrun Dandekar, Catherine Botteron, Christian Werno, Thomas Grunwald, Susanne M. Bailer

“…Through genetic engineering, an attenuated herpes simplex virus type 1 (HSV1) was generated that showed increased safety compared to the wild-type strain. …”
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Research on Vibration Reduction Method of Nonpneumatic Tire Spoke Based on the Mechanical Properties of Domestic cat’s Paw Pads by Haichao Zhou, Huiyun Li, Ye Mei, Guolin Wang, Congzhen Liu, Lingxin Zhang

“…The three parameters, the asymmetric arc, the thickness, and the curvature of spokes, were used as design variables to maximize the vibration reduction. The orthogonal experimental, the Kriging approximate model, and the genetic algorithm were carefully selected for optimal solutions. …”
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