The gene signature linked to lactate metabolism predicts the prognosis and correlates with the immune status of head and neck squamous cell carcinoma by Jian Xiao, Wei Li, Guolin Tan, Ru Gao

“…Additionally, eight critical hub genes were identified, revealing significant differences in gene expression between risk score groups. Functional analyses demonstrated that the low-risk group exhibited a more favorable prognosis and enhanced immune characteristics. …”
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A data-driven group retrosynthesis planning model inspired by neurosymbolic programming by Xuefeng Zhang, Haowei Lin, Muhan Zhang, Yuan Zhou, Jianzhu Ma

“…Retrosynthetic planning, a part of computer-assisted synthesis planning, addresses this challenge by recursively decomposing molecules using symbolic rules and machine-trained scoring functions. However, current methods often treat each molecule independently, missing the opportunity to utilize shared synthesis patterns and repeat pathways, which may contribute from known synthesis routes to newly emerging, similar molecules, a notable challenge with AI-generated small molecules. …”
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Análise do valor na conformação de tailored-blanks Analysis of the value on forming of tailored blanks by Ronnie Peterson Schröder, Paulo Victor Prestes Marcondes

“…The objective of this work was the use of the Analysis of the Value methodology in order to obtain financial results that can propitiate a more competitive product, according to the analysis product functions. …”
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On the added value of sequential deep learning for the upscaling of evapotranspiration by B. Kraft, B. Kraft, B. Kraft, J. A. Nelson, S. Walther, F. Gans, U. Weber, G. Duveiller, M. Reichstein, W. Zhang, M. Rußwurm, D. Tuia, M. Körner, Z. Hamdi, M. Jung

“…XGBoost showed a smaller ensemble spread compared to neural networks, in particular when conditions were poorly represented in the training data, but it was more sensitive to the covariate setup. Plant functional types were useful at the site level for the improved representation of spatial patterns but had a significant leverage on upscaling results – i.e., having a disproportionate impact on the spatial patterns, especially for XGBoost, but less for the LSTM model.…”
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Study on Conventional and Rheological Properties of Corn Stalk Bioasphalt/PPA Composite Modified Asphalt by Fuhai Wang, Tuo Huang, Gongfeng Xin, Minghao Mu, Quanjun Shen

“…The bioasphalt did not affect the chemical structure of asphalt. However, PPA generated new functional groups (P-O single bond, phosphate (RO)3P = O, and P=O double bond) causing a chemical modification in the asphalt binder. …”
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Highly Uniform White Light-Based Visible Light Communication Using Red, Green, and Blue Laser Diodes by Jie Yang, Zhe Liu, Bin Xue, Zhou Liao, Liangsen Feng, Ning Zhang, Junxi Wang, Jinmin Li

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Generalized volume-complexity for Lovelock black holes by Monireh Emami, Shahrokh Parvizi

“…Abstract We study the time dependence of the generalized complexity of Lovelock black holes using the “complexity = anything” conjecture, which expands upon the notion of “complexity = volume” and generates a large class of observables. By applying a specific condition, a more limited class can be chosen, whose time growth is equivalent to a conserved momentum. …”
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A synthetic library of RNA control modules for predictable tuning of gene expression in yeast by Andrew H Babiskin, Christina D Smolke

“…Abstract Advances in synthetic biology have resulted in the development of genetic tools that support the design of complex biological systems encoding desired functions. The majority of efforts have focused on the development of regulatory tools in bacteria, whereas fewer tools exist for the tuning of expression levels in eukaryotic organisms. …”
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Les boutiques dans les colonies de Lyon et de Vienne entre le i er s. av. et le iii e s. apr. J.-C. by Marine Lépée

“…Which traffic patterns were generated by these architectural and functional choices? …”
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Flow Characteristics of Distinctly Viscous Multilayered Intestinal Fluid Motion by S. K. Pandey, M. K. Chaube, Dharmendra Tripathi

“…It is observed that the axisymmetric flow in intestines is less prone to constipation than two-dimensional flow and may be more easily overcome with introducing a viscous intermediate layer.…”
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Changements environnementaux, dérives biologiques et perspectives de restauration du Rhône français après 200 ans d’influences anthropiques. by Jean-François Fruget, Jeanne Dessaix

“…The biological descriptors showed a decrease in biological diversity with the decrease of the morphological diversity and of the connectivity of the regulated hydrosystem generated by continuous anthropic interference for more than one century. …”
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Meta-Analysis of Interactions between Arbuscular Mycorrhizal Fungi and Biotic Stressors of Plants by Haishui Yang, Yajun Dai, Xiaohua Wang, Qian Zhang, Liqun Zhu, Xinmin Bian

“…In return, nematodes and fungal pathogens generated more reduction of root colonization in Non-Glomeraceae than in Glomeraceae. …”
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5G Radio Access Network Architecture Based on C-RAN by Qiuyan Lei, Zhizhong Zhang, Fang Cheng, Haonan Hu

“…Based on the analysis of the traditional cellular structure of the radio access network（RAN）which is facing more and more challenges, the development trend and demand of current mobile communication system were introduced, and the research goal and requirement for the fifth generation mobile communication system（5G）were analyzed. …”
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Multifractal Analysis of Geological Data Using a Moving Window Dynamical Approach by Gil Silva, Fernando Pellon de Miranda, Mateus Michelon, Ana Ovídio, Felipe Venturelli, Letícia Moraes, João Ferreira, João Parêdes, Alexandre Cury, Flávio Barbosa

“…Validations for the proposed methodology were performed using controlled artificial data generated from Weierstrass–Mandelbrot functions. Then, the methodology was applied to real geological profile data measuring permeability and porosity in oil wells, revealing the fractal dimensions of these data along the depth of each analyzed case. …”
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Deriving Test Suites with the Guaranteed Fault Coverage for Extended Finite State Machines by A. D. Ermakov, N. V. Yevtushenko

“…However, the performed experiments clearly show that a test suite extended by such distinguishing sequences detects much more functional faults in software implementations of a system whose behaviour is described by the given EFSM.…”
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Use of an ejector to reduce the time of air injection during testing of the containment system at nuclear power plants by Sergii Surkov, Volodymyr Kravchenko, Iryna Korduba, Andrii Golovchenko, Oleksandr Butenko, Serhii Tsybytovskyi, Yuliia Trach

“…In addition, they used numerical methods that generate an error. The present work uses a mathematical apparatus that provides a more accurate result. …”
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Multi-Objective Optimal Power Flow of Integrated Transmission and Distribution Network Considering Node Carbon Emission Intensity by ZHANG Xianglong, YUAN Zhaoxiang, DONG Shufeng, LIU Ying, XIAO Zhihong, TIAN Yuzhou

“…A multi-objective linear weighted processing method based on a satisfaction function was proposed. [Results] A numerical example was provided to verify that the proposed linear weighted model based on the satisfaction function solution concept can reduce the solving time of the collaborative transmission and distribution power flow by more than 50%. …”
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Investigating age-related muscle force adaptations in males and females during sit-to-walk transition motion using EMG-informed modeling by Zakia Hussain, Alpha Agape Gopalai, Siti Anom Ahmad, Mazatulfazura Sf Binti Salim, Darwin Gouwanda, Pei-Lee Teh

“…Moreover, females exhibited more pronounced age-related muscle force changes than males during gait initiation. …”
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A Recommendation Algorithm Incorporating Adaptive Gating Mechanisms and Knowledge Graph Enhancements by Yi Yu, Teng Lv

“…Then, for the item feature vector, the model dynamically adjusts the weights of Collaborative Filtering (CF) and Knowledge Graph (KG) through the gating mechanism, generating a more expressive item representation. The gating mechanism calculates the gating value through the sigmoid function, allowing user’s behavioral characteristics in different scenarios to more accurately impact item recommendation. …”
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The Application of Interactive Effect Evaluation Model in the Teaching of College Mathematics Courses by Jungang Chen

“…The traditional mathematics teaching only reflects a function of knowledge inheritance, but lacks the function of knowledge innovation. …”
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