Spatial and Spectral Structure-Aware Mamba Network for Hyperspectral Image Classification by Jie Zhang, Ming Sun, Sheng Chang

“…Originally designed for 1D causal sequence modeling, Mamba is challenging for HSI tasks that require simultaneous awareness of spatial and spectral structures. Current Mamba-based HSI classification methods typically convert spatial structures into 1D sequences and employ various scanning patterns to capture spatial dependencies. …”
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A structural–functional diagnostic of Mpumalanga’s agricultural education and training system by Tim Fry, Aldo Stroebel, Sarah Cardey

“…Evaluations of AET-supportive innovation structures were coupled with articulations of innovation functions that support transdisciplinary demand articulation, knowledge co-development, and networking. …”
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Endothelial function and structural markers of atherosclerosis: relationship in old and senile age by M. S. Troshina, A. N. Ryabikov, Yu. Yu. Palekhina, M. N. Ryabikov, S. K. Malyutina

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Structure, function and assembly of soybean primary cell wall cellulose synthases by Ruoya Ho, Pallinti Purushotham, Louis FL Wilson, Yueping Wan, Jochen Zimmer

“…Different subsets of CesA isoforms are necessary for primary and secondary cell wall biogenesis. Here, we structurally and functionally characterize the Glycine max (soybean) primary cell wall CesAs CesA1, CesA3, and CesA6. …”
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Model characteristics of the structure and interrelations of integral parameters of students' physical condition by Oleksandr Pryimakov, Marek Sawczuk, Oleksii Tymoshenko, Nataliya Mazurok

“…The aim of the study is to investigate the structure and interrelations of physical condition (PC) parameters of students aged 17-19 years in the process of physical education classes. …”
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About one way to integrate the equations of seismic vibrations of seismically isolated structures by A. A. Dolgaya, H. R. Zainulabidova, A. S. Mozzhukhin, Sh. Sh. Nazarova, A. A. Nazarov, G. V. Sorokina, A. M. Uzdin

“…The purpose of the study is to develop a new method of analyzing seismic vibrations of seismically isolated structures.Method. The structure is modeled by a system with one degree of freedom with a nonlinear stiffness characteristic. …”
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Enhancement Analysis of Damaged Masonry Structures Strengthened with Ultra-High-Performance Concrete by Rui Wang, Wei Wang, Yuecong Zhang, Quan Wen, Xiangguo Wu, Ya Lu, Daiyu Wang, Faqiang Qiu

“…In order to enhance the seismic performance of existing masonry structures and optimize the thickness of the strengthening layer, ultra-high-performance concrete (UHPC) can be used as an enhancement material. …”
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X-Ray Layered Refocusing Imaging Based on Linear Scanning by Bin Liu, Yue Luo, Ke Li, Xia Zhao

“…X-CT(Computed-Tomography) and X-CL(Computed-Laminography) are usually used to obtain structural information of objects at different depths, but they are limited by accurate multi-dimensional motion control systems, complex scanning methods and poor real-time computing performance.To solve the problems, this paper proposed a method of X-ray layered imaging based on linear scanning. …”
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Broadband Low-RCS Linearly Polarized Metasurface–Based Antenna by Jinhong Luo, Yongtao Jia, Gang Shi, Zhongxun Liu, Jiahao Zhang, Ying Liu

“…In this paper, a broadband linearly polarized (LP) metasurface (MS)–based antenna with low radar cross section (RCS) over a wideband is proposed. …”
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Non-linear optical microscopy sheds light on cardiovascular disease. by Valentina Caorsi, Christopher Toepfer, Markus B Sikkel, Alexander R Lyon, Ken MacLeod, Mike A Ferenczi

“…No sample staining is needed because numerous endogenous fluorophores are excited by a two-photon mechanism and highly non-centrosymmetric structures such as collagen generate strong second harmonic signals. …”
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Exploring spatial reasoning performances of CNN on linear layout dataset by Jelena Pejic, Marko Petkovic, Sandra Klinge

“…Analyzing spatial reasoning through linear layout generation offers a more structured and manageable approach to understanding how models learn and interpret spatial relationships. …”
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Free linear vibrations of a viscoelastic spherical shell with filler by Mirsaidov, Mirziyod Mirsaidovich, Safarov, Ismoil Ibrohimovich, Teshaev, Muhsin Khudoyberdiyevich, Eliboyev, Nurali Rajabaliyevich

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Probing lepton flavor violation at linear electron-positron colliders by Wolfgang Altmannshofer, Pankaj Munbodh

“…Furthermore, the polarization of the e + e − beams enables novel tests of the chirality structure of these interactions. We find that our projected sensitivities not only complement but in certain scenarios surpass those achievable with low-energy tau decay measurements at Belle II.…”
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SCREENING IN SPACE: RICH AND POOR CONSUMERS IN A LINEAR CITY by Sergey Kokovin, Fedor Vasilev

“…Namely, the solution structure of the resulting menu of contracts can be either a "chain of envy'' like in usual screening or a number of disconnected chains. …”
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Beyond linear Thinking: Redefining chemical pollution impacts on biodiversity by Yingying Liu, Xiaowei Jin, Aibin Zhan, Jinbao Liao, Andrew C. Johnson, Jian Xu

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M Robust Weighted Ridge Estimator in Linear Regression Model by Taiwo Stephen Fayose, Kayode Ayinde, Olatayo Olusegun Alabi

“…Monte–Carlo simulation experiments were conducted on a linear regression model with three and six explanatory variables exhibiting different degrees of Multicollinearity, with heteroscedasticity structure of powers, magnitude of outlier in y direction and error variances and five levels of sample sizes. …”
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Dual-Bandwidth Linear Polarization Converter Based on Anisotropic Metasurface by Changfeng Fu, Zhijie Sun, Lianfu Han, Chao Liu

“…In this work, a metasurface with the symmetrical double C-shaped narrow ring connected with the central cross structure is investigated by simulation, theory and experiment, which can near-perfectly convert linearly polarized electromagnetic waves into their orthogonal components in the frequency ranges from 9.38 to 13.36 GHz and 14.84 to 20.36 GHz. …”
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SAT-Based Security Evaluation for WARP against Linear Cryptanalysis by Jiali Shi, Guoqiang Liu, Chao Li

“…It adopts a 32-nibble type-II generalized Feistel network (GFN) structure, incorporating a nibble permutation optimized for both security and efficiency. …”
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On cyclostationary linear inverse models: a mathematical insight and implication by Justin Lien, Yan-Ning Kuo, Hiroyasu Ando, Hiroyasu Ando, Shoichiro Kido

“…Numerical experiments demonstrate that both CS-LIM variants effectively capture the temporal structure of the underlying system using synthetic observational data. …”
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Holder Solvability of Quasi-Linear Parabolic Systems in the Divergent Form by Mykola Yaremenko

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