Exploring deep generative models for improved data generation in hypertrophic cardiomyopathy by Swarajya Madhuri Rayavarapu, Gottapu Sasibhushana Rao

“…This study evaluates several generative models, including Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), Deep Convolutional GANs (DCGANs), Auxiliary Classifier GANs (ACGANs), InfoGANs, and Diffusion Models, using the Structural Similarity Index Measure (SSIM) and Cross-Correlation Coefficient (CC) to assess image quality and structural fidelity. …”
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Historical Backround of wavelets and orthonormal systems: Recent results on positive linear operators reconstructed via wavelets by Harun Karsli

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Multiple Solutions for Double-Phase Elliptic Problem with NonLocal Interaction by Khaled Kefi, Mohammed M. Al-Shomrani

“…The associated differential operator exhibits two distinct phases governed by exponents <i>p</i> and <i>q</i>, which satisfy a prescribed structural condition. By employing critical point theory, we establish the existence of at least one weak solution and, under appropriate assumptions, demonstrate the existence of three distinct solutions. …”
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Effects of Ply Misalignment in Material Characterization of Composite Laminates by Michael Franz, Racim Radjef, Boris Eisenbart, Sandro Wartzack

“…Carbon fiber reinforced plastic (CFRP) parts find a rising number of applications as structural components. Therefore, new manufacturing technologies are developed, enabling high volume production of such parts. …”
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Tolerancing in product design – a holistic description scheme by Stefan Goetz, Martin Roth, Paul Schaechtl, Vincent Kramer, Christoph Bode, Dennis Horber, Michael Franz, Stephan Freitag, Jörg Miehling, Sandro Wartzack

“…This contribution proposes a novel approach that allows a holistic and structured description of tolerancing and fosters a common understanding among all involved stakeholders from design, manufacturing, and inspection. …”
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Factors affecting online purchase intention of handcraft products: moderation of lifestyle by Triyono Triyono, Moh. Rusnoto Susanto, Insanul Qisti Barriyah, Yayan Sofyan, Muh. Syaiful Saehu

“…The data analysis technique used partial least squares-structural equality modeling (PLS-SEM) with SmartPLS as a statistical tool. …”
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A novel missense pathogenic variant c.9455T > G (p.L3152R) in CDH23 underlies autosomal recessive non-syndromic hearing loss by Ladan Sadeghian, Marziyeh Hoseinzadeh, Mohammad reza Pourreza, Saeed Khalili, Najmeh Fattahi, Mohammad Amin Tabatabaiefar

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Ecotype-specific responses of Typha domingensis to microplastics: Antioxidant defense and biochemical adaptations in wetland ecosystems by Muhammad Aqeel, Ali Noman, Saher Nawaz, Noreen Khalid, Muhammad Kashif Irshad, Muhammad Faisal Iqbal, Modhi O. Alotaibi, Motirh Al-Mutairi, Mohamed O. Alshahrani, Nahaa M. Alotaibi, Fahad Mohammed Alzuaibr

“…The inherent ability of plants to withstand microplastic (MP) stress is primarily governed by complex structural and physio-biochemical adaptations. In this study, the MP tolerance mechanisms of six naturally occurring ecotypes of Typha domingensis Pers. were assessed by examining plant pigments, ionic homeostasis, secondary metabolites, and antioxidant defense responses in MP-contaminated wetlands. …”
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Spatial Heterogeneity of Soil Nutrient in Principal Paddy and Cereal Production Landscapes of Fengtai County within the Huai River Basin, Eastern China by Zhiyang Jiang, Zheng Yin, Xinbin Li, Daokun Chen, Meiqin Huang, Yuzhi Zhou, Tingsen Wu, Mingze Zhao, Wenshuo Wang, Yupeng Zhang

“…The results showed that the soil pH was in weak variation, and the other nutrient indexes were in medium variation. …”
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Variation of the encoding hyaluronic receptors Hyaluronan-mediated motility receptor (rs299295) and Stabilin-2 (rs2271637) genes with prostate neoplasms risk: A case-control and in... by Hayder Abdulhadi Saleh Albdairi, Abasalt Hosseinzadeh Colagar

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A Monument to a Scientific Error: Revisiting Vysotsky’s Version of James Cook’s Death by Alexander K. Zholkovsky

“…Thus, the monorhyme functions as an iconic projection of this structural-semantic construction. The article’s dedication to the memory of Andrei Nemzer is motivated by the history of the scholarly dialogue between the author and his esteemed late colleague.…”
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Unilateral Subclavian Vein Fenestration Featuring a Traversing Brachial Plexus Nerve Branch and Associated Vascular Dysgeneses in a Female Body Donor by Sandeep Silawal, Philipp Bucher, Suvi Kursawe, Niels Hammer, Christian Werner, Ritesh Shrestha, Gundula Schulze-Tanzil

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Attention-aware upsampling-downsampling network for autonomous vehicle vision-based multitask perception by Chongjun Liu, Haobo Zuo, Jianjun Yao, Yuchen Li, Frank Jiang

“…AUDNet utilizes a bidirectional feature fusion structure, incorporating a multi-scale attention upsampling module (MAU) to enhance the fine details in high-level features by guiding the selection of feature information. …”
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Spatial variation and associated factors of unmet need for family planning among reproductive age women in Ethiopia, insights from 2021 PMA-Ethiopia data: multilevel logistic regre... by Abiyu Abadi Tareke, Eyob Ketema Bogale, Tadele Fentabel Anagaw, Misganaw Guadie Tiruneh, Eneyew Talie Fenta, Destaw Endeshaw, Habitu Birhan Eshetu, Amare Mebrat Delie, Ousman Adal Tegegne

“…To account for the hierarchical structure of the data, we employed multilevel logistic regression. …”
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A Peculiar Discontinuous Ionospheric Latitudinal Variation Over the East Asia Region During the Recovery Phase of the November 2003 Super Magnetic Storm: A Hint From May 2024 Super... by Xu Guo, Biqiang Zhao, Tingting Yu, Yongliang Zhang, Yuichi Otsuka, Atsuki Shinbori, Michi Nishioka, Septi Perwitasari, Wenjie Sun, Lianhuan Hu, Guozhu Li, Zhipeng Ren

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Generation and recognition of eye movement samples based on generative artificial intelligence by TAN Xueqing, SONG Jun, ZHANG Manman, ZANG Chuanli

“…Therefore， this study aims to promote the development of generative artificial intelligence in the field of eye tracking technology， solve the problem of eye movement sample generation and the opacity and inexplicability caused by the increase in network depth， and deeply mine eye tracking data related to children’s language development.MethodsThis study collected data on the eye movement process of 4~6 years old children’s understanding of different focus structures. Generative artificial intelligence model-variational autoencoder（VAE） and traditional models-multilayer perceptron（MLP） were used to identify the developmental differences in their eye movement patterns and attempt to generate new samples. …”
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Features of Accounting for Geometric and Physical Nonlinearities in Long-Span Pneumatic Membrane Systems by A. Yu. Kim, S. V. Polnikov, M. F. Amoyan

“…It has been established that the geometric non-linearity can be from 5 to 10% if the structure has a small or medium span, and the load on the structure is not very large, especially when it comes to section load. …”
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Teor de carbono orgânico e a susceptibilidade à compactação de um Nitossolo e um Argissolo Organic carbon content and susceptibility to compaction of Hapludalf and Hapludox soils... by João A. Braida, José M. Reichert, Dalvan J. Reinert, Milton da Veiga

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An Inference Framework of Markov Logic Network for Link Prediction in Heterogeneous Networks by Zhongbin Li, Kun Yue, Lixing Yu, Jiahui Wang

“…To tackle this issue, we redefine LP tasks within heterogeneous networks using MLN inferences and introduce a tailored inference framework to handle unobserved nodes and complex MLN structures. We propose a method to partition the MLN structure into discrete substructures and compute node label distributions using the variational expectation maximization (VEM) algorithm. …”
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On Actionality / Inactionality of the Nominative Semantic Component and Its Actualization in Adjectival Word-Combination by E. T. Kumykova (Guchapsheva), D. M. Kumykova

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