Enhancing FT-Transformer With a Matérn-Driven Kolmogorov-Arnold Feature Tokenizer for Tabular Data-Based In-Bed Posture Classification by Bing Zhou, Weiwei Chen

“…By flattening the pressure data into 1D tabular inputs, we simplify the model structure while still achieving excellent classification performance; (2) A Faster KAN via Matérn kernel – by incorporating Matérn kernel into the Kolmogorov-Arnold Network (KAN), we accelerate both training and inference; and (3) Matérn-driven KAN for Optimizing the Feature Tokenizer in FT-Transformer – leveraging Matérn-driven KAN in the Feature Tokenizer stage of FT-Transformer enhances feature representation capacity, accelerating training with minimal impact on classification accuracy. …”
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Selective Cleaning Enhances Machine Learning Accuracy for Drug Repurposing: Multiscale Discovery of MDM2 Inhibitors by Mohammad Firdaus Akmal, Ming Wah Wong

“…The optimized model was integrated with structure-based virtual screening via molecular docking to prioritize repurposing candidate compounds. …”
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About problems of implementation of it-systems in practical health care by V. A. Lipatov, I. G. Zaytsev, D. A. Severinov

“…Study of IT systems development and incorporation into the practical healthcare structure of the Russian Federation based on the freely available data. …”
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A novel feature extractor based on constrained cross network for detecting sleep state by Chenlei Tian, Fei Song

“…Feature Derivation Module leverages dilated convolutions, gated recurrent units, and attention mechanisms to construct new features in batches. The main structure of Feature Interaction Module is composed of Constrained Cross Network. …”
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Activity of the Landslide Zones in the Kuban Plain (Stavropol Krai) by V. V. Razumov, N. D. Bogdanova, K. S. Viskhadzhieva

“…Due to the peculiarities of the hydrogeological and geomorphological structure the landslide processes are typically for this territory. …”
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Enhanced Biofuel Production from Mixed Marine Microalgae Using UV and UV/H₂O₂ Pretreatment: Optimization of Carbohydrate Release and Fermentation Efficiency by Malak Alsarayreh, Fares AlMomani

“…The robust structure of algal cell walls presents a major barrier in the recovery of fermentable sugars and intracellular lipids for biofuel production. …”
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User Handover Aware Hierarchical Federated Learning for Open RAN-Based Next-Generation Mobile Networks by Amardip Kumar Singh, Kim Khoa Nguyen

“…By leveraging its distributed structure, which aligns seamlessly with O-RAN’s disaggregated design, Federated Learning (FL), particularly Hierarchical FL, facilitates decentralized AI model training, improving network performance, reducing resource costs, and safeguarding user privacy. …”
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Communicative potential of the library: experience of Bibliofest-2025 as part of the cultural mission of the school by Dina M. Popovich, Yana A. Kravchuk

“…This strengthens the social structure of school communities, ultimately contributing to the formation of a more cohesive and inclusive society. …”
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Determining Offshore Ocean Significant Wave Height (SWH) Using Continuous Land-Recorded Seismic Data: An Example from the Northeast Atlantic by Samaneh Baranbooei, Christopher J. Bean, Meysam Rezaeifar, Sarah E. Donne

“…Opposing interactions between wind-driven ocean waves generate acoustic waves near the ocean surface, which can convert to seismic waves at the seafloor and travel through the Earth’s solid structure. These low-frequency seismic waves, known as secondary microseisms, are clearly recorded on terrestrial seismometers offering land-based access to ocean wave states via seismic ground vibrations. …”
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TNFα levels and macrophages expression reflect an inflammatory potential of trigeminal ganglia in a mouse model of familial hemiplegic migraine. by Alessia Franceschini, Sandra Vilotti, Michel D Ferrari, Arn M J M van den Maagdenberg, Andrea Nistri, Elsa Fabbretti

“…Latent changes in trigeminal ganglion structure and function resembling inflammatory conditions may predispose to acute attacks of migraine pain. …”
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Somatic hybridization in agricultural crops improvement: An environmentally amiable era in biotechnology by Naseem Aljaramany, Anastasiia V. Vishnyakova, Sokrat G. Monakhos

“…Currently, isolated protoplasts play a crucial role in elucidating our understanding of cell biology, structure, and function of plant cells and tissues as well as in studies of gene transfer and manipulation. …”
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Proteomic profile of human colon organoids: effects of a multi-mineral intervention alone and in the presence of pro-inflammatory and anti-inflammatory treatments by Muhammad Nadeem Aslam, Shannon D. McClintock, Gillian Moraga, Daniyal M. Nadeem, Isabelle Harber, James Varani

“…IntroductionAquamin, a multi-mineral product derived from fossilized red marine algae, has been shown to improve colon barrier structure and function. Mesalamine is commonly used as maintenance therapy for patients with mild-to-moderate ulcerative colitis (UC) or those in remission. …”
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Exploring regional variations in agricultural greenhouse gas emissions: Insights from Bangladesh’s districts by Shaikh Shamim Hasan, Zhihui Li, Fan Zhang

“…We also observed significant variations in the sources and structure of emissions within each division. Moreover, regional differences were observed in overall emissions and per capita emissions after additional spatial analysis, with per capita GHG emissions declining from 2010 (1.97 tCO2e) to 2021 (1.90 tCO2e). …”
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Transformation of the Regional Policy of Russia and China under the Conditions of Unequal Development of Regions (1980-2020): a Comparative Historical Study by S. B. Makeeva

“…The purpose of this article is a comparative and consideration of the evolution of the regional policy of Russia and China in the context of the increasing unevenness and disproportionality of the internal regional development of the two countries in the modern period of history. The complex structure of the research involves the use of a comparative historical method, a systems approach, a retrospective method. …”
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Study on Pyrolysis Characteristics of Coal and Combustion Gas Release in Inert Environment by Liang Dong, Ziming Wang, Yadong Zhang, Junyu Lu, Enhui Zhou, Chenlong Duan, Xiaoqiang Cao

“…At the same time, the pyrolysis reaction tended to remove the excess hydrogen-oxygen conjugates in the carbon structure and release them in the form of water vapor.…”
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First rangewide density estimate of the endemic and isolated Luangwa giraffe in Zambia by Catherine Sun, Frederike Otten, Rigardt Hoffman, Courtney Marneweck, Howard Maimbo, Charles-Albert Petre, Dusty Joubert, Tom Riffel, Matthew S. Becker, Stephanie Fennessy, Julian Fennessy, Michael B. Brown

“…However, sparse monitoring since the early 1900s has limited inferences about population size, structure, and range. To address this, we conducted the most spatially extensive and systematic survey to date of Luangwa giraffe across its distribution, extending survey effort 120 km south of their officially recognized extent. …”
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Exploring the landscape of student representation in medical curriculum development across U.S. MD schools: A comparative analysis by Ish Sethi, C. Jessica Dine

“…The methodology involved a detailed examination of the websites for selected schools, focusing on the structure and organization of student involvement in curriculum development. …”
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Gut microbiota and urine metabolomics signature in autism spectrum disorder children from Southern China by Ziyu Huang, Ailing Wei, Hai Yuan, Shiqin Huang, Xiaolan Chen, Yunli Han, Xing Li

“…The β-diversity analysis indicated that the community structure in ASD group was obviously distinctive. Significant microbiota enriched in 5 sensitive species, Faecalibacterium prausnitzii, Bifidobacterium catenulatum, Blautia obeum, Lachnoclostridium sp., and Blautia sp. in ASD children. …”
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Flexible Configurable Modular Neural Network-Based OFDM Receiver by A. B. Sergienko, P. V. Apalina, A. D. Lebedinskaya

“…To obtain and optimize the structure of an OFDM receiver based on an artificial neural network and consisting of separate modules that can be combined depending on the configuration of the pilot signals and the modulation used.Materials and methods. …”
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3D printing and pressureless sintering of Li2TiO3 for next generation dielectric resonator antennas by Jason M. Summers, Anh Vu, Jonathan Maldonado, Evann Bustamantes, Hung Luyen, Andres Bujanda, Thomas Parker, Harvey Tsang, Nigel D. Shepherd

“…Over this range, the measured total efficiency remained above 90%, highlighting the low-loss nature of the resonator material and structure. The results show the potential of direct-write AM and convergent manufacturing approaches for the development and customization of printed, next-generation, ceramic RF materials and passives.…”
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