Neural Network Pruning for Lightweight Metal Corrosion Image Segmentation Models by Vincent F. Yu, Gemilang Santiyuda, Shih-Wei Lin, Udjianna S. Pasaribu, Yuli Sri Afrianti

“…Metal corrosion detection is essential for ensuring structural safety and minimizing economic losses. While deep learning (DL)-based image segmentation has improved corrosion detection accuracy and efficiency, its high computational demands hinder deployment on resource-constrained edge devices. …”
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Finite Element Simulation of Dynamic Stability of Plane Free-Surface of a Liquid under Vertical Excitation by Siva Srinivas Kolukula, P. Chellapandi

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Allelic and epigenetic DNA variation in relation to F1 heterosis manifestation in F1 hybrids of Capsicum annuum L. by M. N. Shapturenko, S. V. Vakula, L. A. Tarutina, T. V. Nikitinskaya, T. V. Pechkovskaya, L. A. Mishin, L. V. Khotyleva

“…Thus, epigenetic DNA variation may explain the absence of a linear relationship between the level of structural DNA divergence and F1 heterosis, as well as the manifestation of heterosis in crosses of related (genetically similar) accessions.…”
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Epitope mapping targeting the K205R protein of African swine fever virus using nanobody as a novel tool by Xuedan Wei, Fengxia Zhang, Qiming Pei, Aijuan Shen, Duoxing Niu, Yaci Zhang, Ziheng Zhang, Yunshuo Lu, Angke Zhang, Gaiping Zhang, Hong Duan

“…Two epitopes 1MVEPR5 and 188RTQF191 were further identified, with highly conserved in different ASFV strains, and could interact with inactivated ASFV-positive sera, indicating that the two epitopes were natural linear B-cell epitopes. Moreover, structural analysis indicated that both epitopes were exposed on the surface of the K205R molecule. …”
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Role of cone beam computed tomography and orthopantomogram in sex estimation: a systematic review by Deepti Sharma, Shruti Gupta, George Koshy, Vishal Sharma, Anita Hooda

“…Abstract Background Craniofacial imaging modalities play an important role in human identification via comparative dental analysis and reconstruction profiling. Skeletal structures, especially the mandible, show remarkable sexual dimorphism and thus play a pivotal role in sex estimation. …”
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Design Procedure for a Novel LMDS Base Station Reflectarray Antenna by Reza Masoumi, Robab Kazemi

“…The proposed antenna performs significantly better than similar structures and has all the features and standards required for LMDS base station antenna…”
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Design Analysis of the Primary Suspension System for Direct-drive Bogie by ZHOU Yong, HUANG Zhi-hui

“…The relationship between the non-linear critical speed and horizontal stiffness of the primary suspension system was analyzed, and the vertical and horizontal stiffness was obtained as 10 MN/m and 6 MN/m, which indicated that the primary suspension should apply double-ring steel spring & triangular rod structure. …”
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Identification of recurrent dynamics in distributed neural populations. by Rodrigo Osuna-Orozco, Edward Castillo, Kameron Decker Harris, Samantha R Santacruz

“…However, an important challenge remains in providing insights into the existence and structure of recurrent linear dynamics in neural time series data. …”
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Study of the Mechanical Properties and Vibration Isolation Performance of a Molecular Spring Isolator by Muchun Yu, Xue Gao, Qian Chen

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Exploring how the ambidextrous leadership influences knowledge workers innovative behavior: a two stage SEM-ANN analysis by Tingxiu Guo, Dengkai Zhang, Juanli Yang, Jintao Xia

“…Data were collected from 372 knowledge workers in China via an online survey, and analyzed using a two-stage methodology that combines Partial Least Squares Structural Equation Modeling (PLS-SEM) to assess linear relationships and Artificial Neural Network (ANN) analysis to capture non-linear dynamics. …”
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Development of Interface Device for Modular Agricultural Robotic Platform by K. D. Krestovnikov, A. A. Erashov, Yu. G. Vasyunina, A. I. Savel'ev

“…Based on the analysis and own research, the interface mechanism structure was developed to ensure the correct mutual position and fixation of the module to the base platform under the assumption of possible energy and information exchange. …”
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Primal Topologies on Finite-Dimensional Vector Spaces Induced by Matrices by Luis Mejías, Jorge Vielma, Ángel Guale, Ebner Pineda

“…Given an matrix A, considered as a linear map A:ℝn⟶ℝn, then A induces a topological space structure on ℝn which differs quite a lot from the usual one (induced by the Euclidean metric). …”
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Identifikasi Ekspektasi Investor melalui Kebijakan Struktur Modal, Profitabilitas, Ukuran Perusahaan dan GCPI by Sugeng Haryanto

“…The data were analyzed by multiple linear regressions. The result of the study showed that the capital structure policy and firm size did not give any influence, whereas the profitability and GCPI gave influence toward the investors expectations. …”
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Ordered Left Almost ⋇-Semihypergroups Based on Fuzzy Sets by Nabilah Abughazalah, Naveed Yaqoob

“…The concept of an involution or anti-involution is a self-inverse linear mapping that plays a prominent role in the theory of algebraic structures, particularly rings, hyperrings, ordered semigroups, and ordered semihypergroups. …”
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Subloading-friction model with saturation of tangential contact stress by Koichi Hashiguchi, Masami Ueno

“…Abstract The incorporation of the saturation of the tangential contact stress with the increase of the normal contact stress is required for the analysis of the friction phenomenon of solids and structures subjected to a high normal contact stress, which cannot be described by the Coulomb friction condition, in which the tangential contact stress increases linearly with the increase of the normal contact stress. …”
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Generation of Polarization-Locked Vector Solitons in Mode-Locked Thulium Fiber Laser by X. L. Fan, Y. Wang, W. Zhou, X. J. Ren, Z. F. Hu, Q. Y. Liu, R. J. Zhang, D. Y. Shen

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Frequency-Domain Robust Performance Condition for Controller Uncertainty in SISO LTI Systems: A Geometric Approach by Vahid Raissi Dehkordi, Benoit Boulet

“…This paper deals with the robust performance problem of a linear time-invariant control system in the presence of robust controller uncertainty. …”
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Effect of Ti content on ablation behavior and mechanism of C/C-(Zr,Hf,Ti)C composites under oxyacetylene flame above 2600 °C by Junwen Liu, Yalei Wang, Zhiwei Qiao, Xiang Xiong, Ziwei Wang, Zhiyong Ye, Yanbin Wei

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Shape Effect Analysis of the Mechanical Properties of PVC-Coated Fabrics under Off-Axis Tension by Lanlan Zhang, Yingying Zhang, Qichong Zhao, Junhao Xu, Jigang Xue

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Tailoring CoFe2O4-modified activated carbon with improved selectivity for electrochemical detection of paracetamol in wastewater by S.D. Ndlovu, P.N. Nomngongo, T. Botha, B.O. Ojo, N. Mabuba

“…Due to its high porosity, cost-effectiveness, stability, and impressive electroactive surface area, the electrocatalytic behaviour of the AC-CoFe2O4 sensor displayed an enhanced performance, partly owing to the presence of numerous surface holes exhibited by its structure. The uniqueness of its structure was ascertained by a range of analytical methods, such as transmission electron microscopy, scanning electron microscopy, and powder X-ray diffraction. …”
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