A Formula-Structure-Embedding-Based GNN for Formula Equivalence Determination by Shan Liu, Dongchen Jiang

“…Although large language models (LLM) made significant progress in formula similarity comparison, the linear processing may ignore the structure information of formulas. …”
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Optimizing supply chain performance through sustainable manufacturing practices and capabilities in emerging markets: an integrated linear (PLS-SEM) and non-linear (fsQCA) approach by Jewel Rana, Md Zubair Ahmad, Mohammad Fakhrul Islam, Md Nazmul Islam Jihad, Md. Rashed, Mohammed Kamruzzaman

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Convergence of City Relational Network, Production Sector Structure, and Regional Development by Zunguo Hu, Jujing Zhou

“…There is a strong correlation between government intervention and urban production structure in China. Particularly, the outputs of the cities partly come from the economic rent of city relational network (CRN), which is a unique regional policy and administrative hierarchy. …”
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The effect of aminooxy-linkers’ structure on the mechanical properties of hyaluronan-oxime hydrogels by Petra Sedova, Radovan Buffa, Tereza Koci, Lenka Kovarova, Jiri Bednarik, Hana Vagnerova, Vladimir Velebny

“…Herein, the various aminooxylinkers were synthesized to study the kinetics of gelation and mechanical properties of hydrogels prepared by crosslinking of aldehyde-modified N-acetylglucosamine (GlcNAc) of hyaluronan (ΔHA-CHO: 4,5-anhydro-6-(GlcNAc)-oxo hyaluronan or HA-CHO: 6-(GlcNAc)-oxo hyaluronan). Structural characteristics of the linkers (length, number of functional groups and rigidity) and the polymer (effect of the –C=C- double bond) were investigated in detail and showed decreasing mechanical stiffness with increasing hydrophobic character of linker and effect of its rigidity/flexibility on imine conversion. …”
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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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Caption Alignment and Structure-Aware Attention for Scientific Table-to-Text Generation by Jian Wu, Borje F. Karlsson, Manabu Okumura

“…Previous approaches have used sequence-to-sequence generation methods, which view tables as linear sequences that only capture the structure of the tables. …”
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Multiple linear regression parameters for determining fatigue-based entropy characterisation of magnesium alloy by Mohd 'Akashah Fauthan, Shahrum Abdullah, Mohamad Faizal Abdullah, Intan Fadhlina Mohamed

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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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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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Frequency-Domain Multi-Dynamic Analysis Using Response-Based Approach for FOWT by Young Hoon Shin, Seung Jae Lee, Min Jun Lee

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Robust Resilient Adaptive Control of Aero-engine Based on Parametric Perturbation Model by MA Jing, CAO Du, MA Lili

Subjects: “…parameter perturbation structured model…”
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Development levels for time planning model ofroad constru ction at design stages by T. V. Bobrova, E. A. Pokalyukhina

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Optimal sensor placement of bridge structure based on sensitivity‐effective independence method by Wenhao Chai, Yaxun Yang, Haibo Yu, Fuli Yang, Zhikui Yang

“…Using the sensitivity coefficient reflecting structural damage, the proposed method could modify the effective independence method reflecting the maximum linear independence. …”
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Review of Response and Damage of Linear and Nonlinear Systems under Multiaxial Vibration by Ed Habtour, William (Skip) Connon, Michael F. Pohland, Samuel C. Stanton, Mark Paulus, Abhijit Dasgupta

“…A review of past and recent developments in multiaxial excitation of linear and nonlinear structures is presented. The objective is to review some of the basic approaches used in the analytical and experimental methods for kinematic and dynamic analysis of flexible mechanical systems, and to identify future directions in this research area. …”
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Structural and Visual Changes in Branch Retinal Vein Occlusion Patients with Retinal Atrophy by Zhenping Li, Xiaoya Gu, Shuang Song, Xiaobing Yu, Peng Zhang, Hong Dai

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Structural Integrity Analysis of Nozzleless Booster Propellant Grain in the Process of Curing and Cooling by Kui Bin, Liu Qiang, Na Xudong, Liu Jue

“…In order to accurately evaluate the structural integrity level of the solid rocket ramjet nozzleless booster propellant grain during curing and cooling, the structural integrity of the nozzleless booster propellant grain of a solid rocket ramjet engine under uniform temperature field with linear temperature reduction and non-uniform temperature field considering convective heat transfer between nozzleless booster and environment is calculated by using finite element software, and the results of finite element calculation are compared with the measured results of CT. …”
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Association between retinal structural changes and disease severity in patients with Parkinson’s disease by Liu Jingyue, Sun Hong

“…[Objective] This study aimed to investigate retinal structural changes in patients with Parkinson’s disease (PD) and their correlation with disease severity using optical coherence tomography (OCT). …”
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An Advanced Auxiliary Delay-Weight Particle Filter with Linear Computation Cost by Chen Li, Lin Sun, Zengwei Zheng, Dan Chen

“…Based on the newly tree-like structures formed by auxiliary particles and sampled particles, we design a well efficient delayed-weight algorithm with linear computation cost. …”
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Artificial intelligence - finite element method - hybrids for efficient nonlinear analysis of concrete structures by Michael A. Kraus, Rafael Bischof, Walter Kaufmann, Karel Thoma

“…Realistic structural analyses and optimisations using the non-linear finite element method are possible today yet suffer from being very time-consuming, particularly in case of reinforced concrete plates and shells. …”
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