Structure-Based Deep Learning Framework for Modeling Human–Gut Bacterial Protein Interactions by Despoina P. Kiouri, Georgios C. Batsis, Christos T. Chasapis

“…<b>Methods:</b> This study presents a deep learning-based framework for predicting PPIs between human and gut bacterial proteins using structural data. The framework leverages graph-based protein representations and variational autoencoders (VAEs) to extract structural embeddings from protein graphs, which are then fused through a Bi-directional Cross-Attention module to predict interactions. …”
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Structural Equation Modeling Semiparametric Truncated Spline in Banking Credit Risk Behavior Models by Devi Veda Amanda, Atiek Iriany, Adji Achmad Rinaldo Fernandes, Solimun Solimun

“…The data used in this study are primary data obtained through questionnaires distributed to 100 Bank X mortgage customers. …”
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Model Parameter Estimation Method on Multichannel Structural Response from Turbulence Flutter Test by Shiqiang Duan, Hua Zheng, Ziwei Zhang, Jianzhu Wang, Guanyu Fang

“…The modal parameter estimation of the turbulence response is a key aspect to ensure accurate data processing of flutter test results. Atmospheric turbulence excitation acts on the structural system, and the turbulence response thus simultaneously contains both the randomness of the excitation signal and the determinism of the structure system. …”
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The Moderation Role of the Audit Committee Quality on the Effect of the Ownership Structure on Intellectual Capital Disclosures by Desi Alifia, Muhammad Khafid

“…Samples are selected using purposive sampling method, and obtained 165 units as observations. Data was collected by documentation, and the analysis data is  moderated regression analysis. …”
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Integrated System of Structural Health Monitoring and Intelligent Management for a Cable-Stayed Bridge by Bin Chen, Xu Wang, Dezhang Sun, Xu Xie

“…The length of Zhijiang Bridge is 478 m, which comprises an arched twin-tower space and a twin-cable plane structure. As an example, the present study describes the integrated system of structural health monitoring and intelligent management for Zhijiang Bridge, which comprises an information acquisition system, data management system, evaluation and decision-making system, and application service system. …”
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Establishment and Application of the Wind and Structural Health Monitoring System for the Runyang Yangtze River Bridge by Hao Wang, Aiqun Li, Tong Guo, Tianyou Tao

“…The final objective is to provide reasonable suggestions for structural maintenance and management and therefore ensure the structural safety according to the real-time recorded data. …”
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POST-WAR POLICY FOR STRUCTURAL MODERNIZATION OF THE UKRAINIAN ECONOMY: FOREIGN TRADE AND INSTITUTIONAL ASPECTS by Oleh V. Pustovoit, Tamara O. Ostashko, Oleksandr S. Bykonia, Volodymyr K. Olefir

“…Since the 1960s, Western scholars have been collecting data on the dynamics and factors behind the postwar economic recovery of developing countries that have experienced military aggression, economic destruction, and human loss. …”
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Hybrid Structural Reliability Analysis under Multisource Uncertainties Based on Universal Grey Numbers by Xingfa Yang, Jie Liu, Xiaoyue Chen, Qixiang Qing, Guilin Wen

“…Nondeterministic parameters of certain distribution are employed to model structural uncertainties, which are usually assumed as stochastic factors. …”
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Trends in changing the structure of anesthesia at the advanced stages of medical care in modern armed conflict by A. E. Tsygankov, M. E. Semenov, V. E. Petrov, E. А. Usoltsev, S. V. Sidelkin, E. N. Ershov

“…A retrospective analysis of the medical data of anesthesia was performed. The data on the structure of anesthesia in military medical organizations of 1–3 levels in the zone of a special military operation for the period from 01.2023 to 07.2024 were analyzed.Results. …”
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Empirical validation of size effects in sub-sized tensile specimens for nuclear structural materials by Longze Li, John W. Merickel, Yalei Tang, Rongjie Song, Joshua E. Rittenhouse, Aleksandar Vakanski, Fei Xu

“…To address this limitation, our team created a large database of 1,050 tensile test records for nuclear structural materials collected from peer-reviewed articles. …”
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Rprot-Vec: a deep learning approach for fast protein structure similarity calculation by Yichuan Zhang, Wen Zhang

“…Traditional approaches often require full 3D structural data, which is unavailable for most proteins. …”
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The influence of non-native invertebrate species in the food web structure of two Neotropical reservoirs by Daniel Melo Rosa, Angelo Barbosa Monteiro, Lucas Del Bianco Faria, Paulo Santos Pompeu

“…In addition, we performed a structural analysis of trophic interaction networks. …”
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Unifying optimization forces: Harnessing the fine-structure constant in an electromagnetic-gravity optimization framework by Akhtar Md. Amir Khusru, Kumar Mohit, Verma Sahil, Cengiz Korhan, Verma Pawan Kumar, Khurma Ruba Abu, Alazab Moutaz

“…The electromagnetic-gravity optimization (EMGO) framework is a novel optimization technique that integrates the fine-structure constant and leverages electromagnetism and gravity principles to achieve efficient and robust optimization solutions. …”
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Phase-Based Motion Magnification for Structural Vibration Monitoring at a Video Streaming Rate by Jae Young An, Soo Il Lee

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Evaluation of hydrodynamic flows of cellular fluid in artificially formed continuums of plant material structure by M. D. Sosnin, I. A. Shorstky

“…The aim of the research is to evaluate hydrodynamic flows of cellular fluid in artificially formed channels of the structure of plant materials as a result of exposure to atmospheric spark discharge. …”
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Structure-based modeling of artificial leather used in sports with non-symmetric fiber distribution by Tonghuan QU, Akihiro MATSUDA

“…As specific examples, the distribution and material parameters of the model were identified by fitting fiber distribution data and tensile data, respectively, of artificial leather to the model’s theoretical results. …”
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Family Structure as a Result of Marital, Reproductive, and Self-Preservation Behavior of the Population in Russia by Alexander B. Sinelnikov

“…This article analyzes data from the All-Russian population censuses of 2002, 2010, and 2020. …”
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Substantiation of additional diagnostic methods for mental and cognitive disorders in the structure of childhood absence epilepsy by V. A. Karlov, A. A. Dubrovskaya

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The structure of the Tad pilus alignment complex reveals a periplasmic conduit for pilus extension by Sasha L. Evans, Iryna Peretiazhko, Sahil Y. Karnani, Lindsey S. Marmont, James H. R. Wheeler, Boo Shan Tseng, William M. Durham, John C. Whitney, Julien R. C. Bergeron

“…Our experimental data and structure-based model allow us to propose a mechanism for Tad plus assembly.…”
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The Structural and Intercultural Competence for Epidemiological Studies (SICES) guidelines: a 22-item checklist by Josep Maria Haro, Carla Sabariego, Albert Sanchez-Niubo, José Luis Ayuso-Mateos, Angel Martinez-Hernaez, Deborah Bekele, Ángel Rodríguez-Laso, Ellen Vorstenbosch, Laura Alejandra Rico-Uribe, Leocadio Rodríguez-Mañas

“…These guidelines are organised as a checklist of 22 items and consider four dimensions of competence (awareness and reflexivity, cultural and structural validation, cultural and structural sensitivity, and cultural and structural representativeness), which are applied to the different stages of epidemiological research: (1) research team building and research questions; (2) study design, participant recruitment, data collection and data analysis; and (3) dissemination. …”
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