Attention-Based Multi-Objective Control for Morphing Aircraft by Qien Fu, Changyin Sun

“…Firstly, a novel multi-objective multi-phase optimal control problem is formulated to synthesize the comprehensive flight missions, incorporating additional requirements such as fuel consumption, maneuverability, and agility of the morphing aircraft. …”
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Performance validation of global MPPT for efficient power extraction through PV system under complex partial shading effects by Muhammad Abu Bakar Siddique, Dongya Zhao, Khmaies Ouahada, Ateeq Ur Rehman, Habib Hamam

“…The control strategy identifies GMPP and computes reference current to minimize the cost function of an optimization problem. It was compared with other MPPT algorithms regarding tracking accuracy, convergence speed, computational time, steady-state oscillations (SSOs), power efficiency under UIC, SPSCs, and complex partial shading conditions (CPSCs). …”
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A Study on an Improved Generative Adversarial Network Model for Super-Resolution Image Reconstruction by Ximin Qu, Cheng Peng

“…Additionally, the joint perceptual-adversarial-content loss function of the SRGAN model balances reconstruction accuracy and visual quality. …”
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Logopedic rehabilitation of patients after surgical treatment of malignant tumors of the oropharyngeal zone by A. M. Stepanova, T. A. Petrova, G. A. Tkachenko, S. O. Podvyaznikov

“…The most severe consequences of surgical treatment of malignant neoplasms of the oropharyngeal zone are both violations of the breathing, swallowing, chewing functions, and complete or partial loss of speech. …”
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Algorithms and probabilistic models of parameters of operation of in-plant power supply by E. I. Gracheva, O. V. Naumov, A. N. Gorlov, Z. M. Shakurova

“…To address the problems of the functioning of the SES. To develop algorithms for evaluating the parameters of the efficiency of the functioning of the systems of intra-plant power supply. …”
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LONG-TERM RESULTS OF THE TREATMENT OF PATIENTS WITH PERILYMPHATIC FISTULAS LOCATED IN THE AREAS OF THE LABYRINTH WINDOWS by Ilona A. Srebniak, Olga V. Sherbul-Trokhymenko

“…To evaluate the clinical and functional outcomes of treatment in patients with unilateral sudden and acute sensorineural hearing loss, fluctuating and sensorineural deafness, as well as perilymphatic fistulas by assessing the effectiveness of minimally invasive diagnostic tympanotomy with one-step labyrinthine window plastic surgery. …”
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Cross-Modal Hashing Retrieval Based on Density Clustering by Xiaojun Qi, Xianhua Zeng, Hongmei Tang

“…Furthermore, DCCH excludes the adverse effects of noise points and leverages the discrete optimization process to obtain hash functions. The extensive experiments show that DCCH is superior to other state-of-the-art cross-modal methods on three benchmark bimodal datasets, i.e., Wiki, MIRFlickr and NUS-WIDE. …”
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Binomial probability estimates with restrictions on their d-risks by R.F. Salimov, I.A. Kareev

“…The standard problem of assessing the proportion of substandard products was considered in the framework of the Bayesian paradigm in the sense of the problem of optimal estimation. This problem was reduced to assessing the probability of success in a binomial scheme with a quadratic loss function for which a prior beta distribution applies. …”
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Blood loss, complications, and the role of suction drains in shoulder arthroplasty: a systematic review and meta-analysis by Luiz Henrique Oliveira Almeida, MD, Vitor La Banca, MD, Octavio Matsumoto, MD, Arthur Steven de Sá, MD, Ana Victória Palagi Viganó, MD, Gabriel Kalman, MedStud, Felipe Fernandes Gonzalez, MD, MSc, Guilherme Henrique Vieira Lima, MD, Joel Murachovsky, MD, PhD, Roberto Yukio Ikemoto, MD, PhD

“…Conclusion: The use of suction drains in shoulder arthroplasty does not significantly reduce infection or wound-related complications and is associated with increased hemoglobin loss. These findings suggest that the routine use of drains in shoulder arthroplasty may not provide tangible benefits and should be reconsidered to optimize patient outcomes.…”
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Anthropogenic Habitat Loss and Fragmentation May Alter Coevolutionary Progress as Examined in a Brood Parasitism Model by Wei Wang, Timothy Van Deelen, Fuwen Wei, Sheng Li, Luping Wang

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Cross-Domain Carotid Artery Segmentation Using Folding Fan ResNet and Quadratic Mapping Loss by Zhaozheng Chen, Zhiyin Liu, Bernard Chiu

“…Additionally, the quadratic mapping loss (QML) function is proposed to improve model fine-tuning. …”
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Comparison of Eddy Current Loss Calculation Techniques for Axial Flux Motors with Printed Circuit Board Windings by Andreas Bauer, Daniel Dieterich, Sven Urschel

“…The evaluation time is a crucial constraint when calculating thousands of different designs for design space exploration or performing multi-objective optimizations. Finite element simulations can achieve very precise results, but unlike semi-analytical approximation functions, they are very time-consuming and therefore not the method of choice for design space exploration. …”
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Techno-Functional, Rheological, and Physico-Chemical Properties of Gelatin Capsule By-Product for Future Functional Food Ingredients by Sasina Sanprasert, Pudthaya Kumnerdsiri, Anusorn Seubsai, Piyangkun Lueangjaroenkit, Jaksuma Pongsetkul, Sylvia Indriani, Tanyamon Petcharat, Samart Sai-ut, Kanrawee Hunsakul, Utthapon Issara, Subhash V. Pawde, Saroat Rawdkuen, Thomas Karbowiak, Young Hoon Jung, Passakorn Kingwascharapong

“…The GCW-1M, being rich in amino acids, demonstrates its potential as a functional food ingredient. However, certain properties, such as gel strength and powder stability (hygroscopicity and stickiness), require further optimization to enhance its industrial applicability as a functional food ingredient.…”
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Numerical Assessment of Automotive Mufflers Using FEM, Neural Networks, and a Genetic Algorithm by Ying-Chun CHANG, Min-Chie CHIU, Meng-Ru WU

“…Therefore, in order to facilitate the muffler’s optimization, a simplified mathematical model used as an objective function (or fitness function) during the optimization process is presented. …”
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UAV-BS Site Planning Based on Circular Coverage Strategy by Jingshuai Zhang, Zhaoxiao Tang, Xinyi Liu, Yujie Shen, Yongxing Zheng

“…In this paper, the binomial power function is used to continuously fit the discrete solution of the circle covering problem, and the circle covering power optimization formula is rearranged. …”
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Offloaded Computation for QoS Routing in Wireless Sensor Networks by Basma Mostafa, Miklos Molnar

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Artificial liver classifier: a new alternative to conventional machine learning models by Mahmood A. Jumaah, Yossra H. Ali, Tarik A. Rashid

“…To optimize the ALC's parameters, an improved FOX optimization algorithm (IFOX) is employed during training.ResultsWe evaluate the proposed ALC on five benchmark datasets: Iris Flower, Breast Cancer Wisconsin, Wine, Voice Gender, and MNIST. …”
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Towards Efficient Object Detection in Large-Scale UAV Aerial Imagery via Multi-Task Classification by Shuo Zhuang, Yongxing Hou, Di Wang

“…Then, to improve the training process of the classification network, we design a multi-task loss function to optimize the parameters of the multi-branch network. …”
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A Mutual Information Constrained Multitask Learning Method for Very High-Resolution Building Segmentation by Yongchuang Wu, Yingchun Wang, Hui Yang, Peng Zhang, Yanlan Wu, Biao Wang

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Detection of water surface targets based on improved Deformable DETR by Pengjiu WANG, Junbin Gong, Wei LUO, Xiao HUANG, Junjie GUO

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