Physics-informed deep learning quantifies propagated uncertainty in seismic structure and hypocenter determination by Ryoichiro Agata, Kazuya Shiraishi, Gou Fujie

“…Here, we address this issue by employing a physics-informed deep learning (PIDL) approach that quantifies uncertainty in two-dimensional seismic velocity structure modeling and its propagation to hypocenter determination by introducing neural network ensembles trained on active seismic survey data, earthquake observation data, and the physical equation of wavefront movement. …”
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Phytoplankton of the middle Caspian Sea: analysis of changes in the structure of the community over the past decades by S. V. Vostokov, L. A. Pautova, I. V. Saling, A. S. Vostokova, Dz. A. Ustarbekova, E. N. Lobachev, B. Abtahi, M. G. Shojaei

“…Analysis  of  changes  in  quantitative  and  structural  indicators  of phytoplankton in the western and central part of the middle Caspian Sea over the past decades, including according to remote sensing data.Material  and  Methods.  …”
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A Study of Reduction of Time-to-CED in GPS CNAV Message Structure With Reduced CED by Byunghyun Choi, Donguk Kim

“…In a similar manner, this paper proposes an improved GPS CNAV message structure that incorporates reduced CED. By allocating reduced CED to each time slot, the TTFF is significantly reduced compared to the original GPS CNAV. …”
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Development of Soft Tactile Sensor for Prostatic Palpation Diagnosis: Sensor Structure Design and Analysis by Zhongwei Jiang, Seiji Chonan, Yoshikatu Tanahashi, Takuji Kato, Mami Tanaka

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An investigation of organizational structure in selected hospitals of Tehran and its relationship with hospital performance indicators by B nejati zarnaqi, H Mohammad Ebrahimi, O khalilifar, S Shahraki

“…Materials and methods: This cross-sectional, descriptive–analytical study was conducted in 14 public hospitals in the city of Tehran. The organizational structure questionnaire (after confirmation of its validity and reliability) was used for data collection. …”
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Disruptive innovation disclosure practices: Do board characteristics, ownership structure, and investor matter? by Indrian Supheni, Suyanto Suyanto, Tiyas Puji Utami

“…Research aims: This study aims to analyze the effect of board characteristics, ownership structures, and investors on disruptive innovation disclosure in the annual reports of companies in Indonesia. …”
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Monetary policy, debt maturity structure and corporate investment efficiency: Evidence from China. by Liping Zheng, Guangzhen Liu, Ziwei Liang, Chengyi Liu

“…This paper examines the impact of monetary policy on corporate investment efficiency from the perspective of debt maturity structure by selecting data on Chinese non-financial listed firms and Chinese macroeconomic data from 2007-2022. …”
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Endodontic retreatment in the appealability structure of the compulsory medical insurance on the example of the state dental practice by E. V. Ivanova, E. G. Sabantseva, E. V. Petushkova

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Validation of Genderism and Transphobia Scale Indonesian Version: Short Version, Factor Structure, and Reliability by Gabrielle Sinata Sin, Lina Natalya, Isabel Chua Jia Jun, Ide Bagus Siaputra

“…Study II evaluated the internal structure of the GTS-SV using the same analytical methods. …”
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COMPREHENSIVE ANALYSIS OF ASSETS IN AGRICULTURAL HOLDINGS: STRUCTURE, IMPACT ON FINANCIAL CONDITION AND SUBSIDY EFFECTS by Vanya GEORGIEVA, Nadezhda BLAGOEVA, Delyana DIMOVA

“…The present study analyses the relationship between asset structure and financial sustainability of agricultural holdings in Bulgaria, using data from the Farm Accountancy Data Network (FADN) for the period 2014-2020. …”
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Short tandem repeat variants are possibly associated with RNA secondary structure and gene expression. by Nick Kinney, Dikshya Pathak, Emma Evans, Paola Arias

“…We hypothesize that effects on RNA structure can be predicted using computational tools and associated with gene expression using DNA and RNA sequencing data. …”
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The Nonlinear Vibration Response of Umbrella-Shaped Membrane Structure Under Heavy Rainfall Loads by Zhongwei Luo, Zhoulian Zheng, Rui Yang, Peng Zhang

“…Data and methods are provided for the design and construction of the membrane structure as a reference. …”
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INFLATION VOLATILITY, FDI INFLOWS, AND CAPITAL STRUCTURE DECISIONS IN SOUTH AFRICAN MANUFACTURING FIRMS by AHMED OLUWATOBI ADEKUNLE

“…This study investigates the impact of inflation volatility and foreign direct investment (FDI) inflows on the capital structure decisions of manufacturing firms listed on the Johannesburg Stock Exchange (JSE) from 2012 to 2023, using the debt-to-equity ratio as the dependent variable. …”
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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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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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