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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The Moderation Role of the Audit Committee Quality on the Effect of the Ownership Structure on Intellectual Capital Disclosures by Desi Alifia, Muhammad Khafid

“…The purposes of this study are to analyze the effect of ownership structure (managerial ownership, institutional ownership, government ownership, foreign ownership with the quality of audit committee as moderating variable on intellectual capital. …”
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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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A hybrid deep learning model for predicting atmospheric corrosion in steel energy structures under maritime conditions based on time-series data by Mohamed El Amine Seghier Ben, Tam T. Truong, Christian Feiler, Daniel Höche

“…Atmospheric corrosion of maritime structures remains one of the most challenging issues facing offshore industry. …”
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Mapping the internal structures of fault zones of the sedimentary cover: a tectonophysical approach applied to interpret TDEM data (Kovykta gas condensate field) by K. Zh. Seminsky, I. V. Buddo, A. A. Bobrov, N. V. Misyurkeeva, Yu. P. Burzunova, A. S. Smirnov, I. A. Shelokhov

“…The article presents the results of studying the internal structures of platform fault zones with the use of a new tectonophysical approach to processing and interpretation of electrical exploration data obtained by the transient elec‐ tromagnetic method in the near field zone (TEM). …”
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Investigating Tropical Cyclone Warm Core and Boundary Layer Structures with Constellation Observing System for Meteorology, Ionosphere, and Climate 2 Radio Occultation Data by Xiaoxu Qi, Shengpeng Yang, Li He

“…An LSW less than 20% is set as a data QC threshold, and the warm core and PBL composite structures of TCs at three intensities in the Northwest Pacific Ocean are investigated. …”
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VisualCodeMOOC: A course platform for algorithms and data structures integrating a conversational agent for enhanced learning through dynamic visualizations by Mingyuan Li, Duan Wang, Erick Purwanto, Thomas Selig, Qing Zhang, Hai-Ning Liang

“…The abstract nature of algorithms and data structures poses challenges for students, and the integration of visualization into comprehensive learning systems remains underexplored. …”
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Mapping of Agate-like Soil Cover Structures Based on a Multitemporal Soil Line Using Neural Network Filtering of Remote Sensing Data by Dmitry I. Rukhovich, Polina V. Koroleva, Alexey D. Rukhovich, Mikhail A. Komissarov

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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

“…To investigate the influence of non-native aquatic invertebrate species on food web structure, we selected two reservoirs located in the Grande River (upper Paraná River basin, Brazil) with similar fish communities, different age and different taxa introductions history. …”
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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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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

“…Our approach consists of developing a construction form of a generalized structure tensor with non-symmetric components, introducing it into the strain energy function and providing explicit expressions for the corresponding second Piola-Kirchhoff stress tensor and the related elasticity tensor. …”
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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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A method to retrieve mixed-phase cloud vertical structure from airborne lidar by E. Crosbie, E. Crosbie, J. W. Hair, A. R. Nehrir, R. A. Ferrare, C. Hostetler, T. Shingler, D. Harper, M. Fenn, M. Fenn, J. Collins, J. Collins, R. Barton-Grimley, B. Collister, K. L. Thornhill, K. L. Thornhill, C. Voigt, C. Voigt, S. Kirschler, S. Kirschler, A. Sorooshian, A. Sorooshian

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Uncovering multiscale structure-property correlations via active learning in scanning tunneling microscopy by Ganesh Narasimha, Dejia Kong, Paras Regmi, Rongying Jin, Zheng Gai, Rama Vasudevan, Maxim Ziatdinov

“…Abstract Atomic arrangements and local sub-structures fundamentally influence emergent material functionalities. …”
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DECONSTRUCTING NARRATIVE STRUCTURE: A LINGUISTIC FRAMEWORK FOR CT-BASED SHORT STORY WRITING by Fransiska Marta Sari, Mudhar, Riyati, Sri Utami

“… This research addresses the persistent difficulties students face in developing story ideas, creating interesting plots, describing characters and settings, and composing well-structured sentences. Consequently, these pose learning obstacles in Indonesian short story writing. …”
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STRUCTURE OF MORPHOLOGICAL CHANGES OF MYOCARDIUM IN NON-CORONARY ORIGIN SYSTOLIC DYSFUNCTION OF THE LEFT VENTRICLE by M. R. Bakhchoyan, E. D. Kosmacheva, A. A. Slavinsky, E. A. Terman, V. A. Porkhanov

“…The data obtained in the study makes it possible to define nosological structure of severe systolic dysfunction of the LV of non-coronary origin in Krasnodarsky Region. …”
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