Winnow-KAN: single-cell RNA-seq location recovery with small-gene-set spatial transcriptomics by Yuyang Zhang, Qihuang Zhang

“…Built on a modified structure of the Kolmogorov-Arnold Network, Winnow-KAN leverages the Kolmogorov-Arnold Representation Theorem to facilitate location predictions using fewer features than those required by multi-layer perceptron-based methods. …”
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Gait data generation using generative adversarial network based on human dynamics by Ryoya OBA, Yusuke OSAWA, Keiichi WATANUKI, Kazunori KAEDE

“…Based on this dataset, we utilized the structure of a generative adversarial network (GAN) and leveraged identity loss and cycle consistency loss from CycleGAN to generate target gaits. …”
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Study on Mechanical Properties of Basalt Fiber-Reinforced Concrete with High Content of Stone Powder at High Temperatures by Lina Xu, Daohan Song, Ning Liu, Wei Tian

“…Concrete materials are an important part of global structure, and their fire resistance directly affects the safety of buildings and tunnels. …”
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Six decades of radar and seismic research in Antarctica by S. V. Popov

“…The use of GPR methods since the late 1990s has allowed us to study the structure of the snow-firn thickness at a new scientific and technical level, as well as to perform important engineering surveys aimed at ensuring the safety of transport operations in Antarctica. …”
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Epigenetic modifications in breast cancer: from immune escape mechanisms to therapeutic target discovery by Ziyu Kang, Junlin Wang, Jiyan Liu, Li Du, Xiaofei Liu

“…Epigenetics is becoming an important method to reveal the development of cancer, mainly through the study of DNA methylation, histone modification, chromatin structure changes and non-coding RNA. In addition, researchers have found that epigenetic markers have great potential for early detection and personalized treatment of BC. …”
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Design and Methodology of a Real Estate Fund Index for the Czech Market by Černohorský, Adam

“…It investigates how fund structure, size, and investor segmentation affect index behaviour and evaluates the implications of different methodological approaches. …”
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A New Analysis of Web Customer Service Text Classification of Alexa Virtual Assistant Commands Using a Deep Learning Model by Seidakhmet Nurpatsha

“…All models share a common structure, consisting of three main layers: an embedding layer with 14 dimensions as input, a unique hidden layer specific to each model, and a dense output layer with 18 units corresponding to distinct command classes. …”
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Astaxanthin supplementation in Arabian racing horses mitigates oxidative stress and inflammation in peripheral blood mononuclear cells through enhanced mitophagy by Beata Giercuszkiewicz-Hecold, David Pajuelo, Zofia Steczkiewicz, Anna Cywinska, Krzysztof Marycz

“…Moreover, genes related to mitochondrial dynamics and energy production, such as PPARGC1B, NDUFA9, and MRPL24, as well as genes associated with mitochondrial function, structure and dynamics, such as PIGBOS, MRLP24, PUSL1 and TFAM were upregulated in PBMCs isolated from astaxanthin supplemented horses. …”
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DPA - Dimensional Personality Assessment by 1 Laura Rapanà, 2 Claudio Barbaranelli

“…The present paper examines the theoretical bases, the psychometric properties and the applicative uses of the Dimensional Personality Assessment, a process evaluation tool of personality inspired by criterion A for the personality disorder described in the alternative model introduced in the latest version of the Diagnostic and Statistical Manual of Mental Disorder. the Dimensional Personality Assessment is a questionnaire that allows the self-evaluation of the person’s functioning with regard to the following four dimensions and their respective three sub-dimensions: identity (Self-esteem, Emotional Experience, Sense of Self), Self-direction (Self-reflective Ability, Pursuit of Goals, Standards and inner Values), Empathy (Understanding the Effects of one’s own behavior on others, comprehension and Appreciation of the Experience, tolerance of others’ Point of View) and intimacy (behavior of Mutual respect, Desire and capacity of closeness, Depth and Duration of the relationship). the questionnaire is completed by a control scale for the measurement of Social Desirability (lie Scale). the Dimensional Personality Assessment consists of a total of 92 items measured on a 5-points likert Scale. the Dimensional Personality Assessment has undergone a rigorous examination of its psychometric characteristics, such as its factor structure, its reliability, and the correlation with scales from several instruments used in clinical practice and in applied research (such as the big Five Questionnaire-2 and the Symptom checklist-90 revised, among others). the Dimensional Personality Assessment was validated on a sample of over 500 non-clinical adults, and on a group of over 200 patients on psychotherapeutic treatment. the present paper describes the Dimensional Personality Assessment research project and its use during a psychotherapeutic treatment as an evidence-based instrument for the results.…”
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Integrating Functional and Phylogenetic Diversity to Assess Bird Community Assembly Along the Major Rivers of Hainan Island, South China by Sidan Lin, Wei Liang

“…Notably, for bird communities along different river reaches, the integration of functional and phylogenetic diversity prevented the mis‐classification of over‐dispersion or clustering in community structure caused by traits with weak phylogenetic signals, or the observation of traits unrelated to community assembly patterns. …”
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Effect of Zn/Al Layered Double Hydroxide Containing 2-Hydroxy-4-n-octoxy-benzophenone on UV Aging Resistance of Asphalt by Chao Peng, Jianying Yu, Jing Dai, Jian Yin

“…X-ray diffraction results of Zn/Al-LDH containing CO32− anions (Zn/Al-CO32--LDH) and Zn/Al-CO32--LDH/styrene-butadiene-styrene (SBS) modified asphalt disclosed that asphalt molecules entered into LDH interlayer galleries to form an expanded phase structure. UV-Vis absorbance patterns showed that Zn/Al-HNOB−-LDH has a better capacity of blocking UV light due to the synergetic effect of HNOB and Zn/Al-LDH. …”
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Market of the residential real estate: trends and prospects by E. N. Klochkova, M. A. Tolstyakova

“…In  this research,  the methods  of descriptive statistics for the description  of the existing trends to change  the average cost of housing  and  development  of mortgage lending  were  presented  and assessment of structure of price differentiation in regions is carried out. …”
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Nonmetricity-based hybrid self-gravitating compact stars with embedded class-one symmetry by Naveed Iqbal, S. Khan, Mohammad Alshammari, Wael W. Mohammed, M. Ilyas

“…This theoretical stellar model is derived using the nonmetricity-inspired $$f(\mathbb {Q})$$ f ( Q ) gravity, featuring a core-crust structure: a strange matter core embedded in a normal matter crust. …”
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Exploring the radiochemistry of PARP inhibitors: a new era in therapy and imaging by Gianluca Destro, Rebecca Rizzo, Chiara Rua, Raha Rouhbakhsh Azimi, Silvia Morbelli

“…Main body The radiochemistry of PARP inhibitors involves incorporating radioisotopes (most of all Fluorine-18) into the molecular structure of these molecules. The first strategy used to achieve this goal was the use of prosthetic groups bearing the fluorine-18. …”
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Inclusive land ecological benefits: assessing the eco-efficiency returns of China’s green industrial policy based on a quasi-natural experiment by Yarong Li, Xinyou Xiao, Jiani Chen, Chunlei Huang

“…Mechanism analysis indicates that the policy stimulates urban green technological innovation and optimizes the energy consumption structure, both of which contribute to higher ULUEE. …”
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BUILDING THE AIR DEFENSE COVERT INFORMATION AND MEASURING SYSTEM BASED ON ORTHOGONAL CHAOTIC SIGNALS by Kostantiv Vasyuta, Fedor Zots, Irina Zakharchenko

“…The tasks to be solved included assessing the potential for organizing multi-channel capacity using chaotic carriers; studying the ways of application of chaotic signals in the wireless systems of data transmission; synthesizing the general structure of МIMO radar system based on the orthogonality of chaotic signals. …”
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Optimisation of psychological assessment of juvenile prevention police personnel for the purpose of professional selection and appointment by V. I. Barko, O. O. Yevdokimova, I. P. Ostapovych

“…A variant of the diagnostic complex is proposed, which includes adapted tests: general abilities (Amthauer’s level and structure of intelligence, Manoilova’s emotional intelligence, Mede-Piorkowski’s creativity); individual and personal characteristics (questionnaires of Individual-Typological, Mini-Multiple and Big Five), orientation (questionnaires of Richie-Martin and Jones-Crendall). …”
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Mechanical Response of Gasketed Bell-and-Spigot Joint of Concrete Pipeline under Multifield Coupling by Hang He, Hongyuan Fang, Xueming Du, Bin Li

“…Fully considering the compression of the gasket during pipeline assembly and pipe-soil interaction, the fluid-structure coupling numerical simulation was carried out by using the MpCCI (Mesh-based parallel Code Coupling Interface) platform, and the mechanical response of the concrete pipe joint under the multifield loads coupling effects of burial condition, traffic load, and internal fluid was studied. …”
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Multi-Underwater Target Interception Strategy Based on Deep Reinforcement Learning by Wenhao GAN, Yunfei PENG, Lei QIAO

“…First, a hierarchical maneuvering framework was introduced to improve the decision-making ability of AUVs through a three-layer loop structure. Next, the multi-agent proximal policy optimization algorithm was used to construct a scalable state and action space and design a compound reward function, enhancing interception efficiency and cooperation of AUVs. …”
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Climate Projections of Atmospheric Parameters Historically Linked to High Summer Temperatures by 2100: The Case of the Côte D'azur by Lolita Dugué, Nicolas Viaux

“…Using historical data and SSP projections, the study evaluates the frequency and structure of atmospheric circulations projected for 2100. …”
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