Genome sequence resources for three strains of the genus Clonostachys by Zongping Sun, Fan Zhang, Nana Zhong, Kang Zhou, Jun Tang

“…In summary, these datasets provide a valuable resource for ongoing studies that include further exploration of biological function, marker development, enhanced biological control ability of Clonostachys fungi, and population diversity.…”
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Draft genome assembly for the purple-hinged rock scallop (Crassadoma gigantea) by Hayley Goss, Paige Miller, Susan F. Zaleski, Robert J. Miller, Donna M. Schroeder, Henry M. Page

“…MetaEuk reference-based discovery identified and annotated 23,409 unique protein sequences. Functional annotation was completed by Pannzer2. This assembly will contribute to the ongoing population genetic research on this species.…”
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Prognostic feature based on androgen-responsive genes in bladder cancer and screening for potential targeted drugs by Jiang Zhao, Qian Zhang, Cunle Zhu, Wu Yuqi, Guohui Zhang, Qianliang Wang, Xingyou Dong, Benyi Li, Xiangwei Wang

“…The risk model indicates that patients with higher risk scores have a poorer prognosis, more stromal infiltration, and an enrichment of biological functions. Single-cell RNA analysis, bulk RNA data, and PCR analysis support the reliability of this risk model, and a nomogram was also established for clinical use. …”
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Modeling deforestation drivers in the Brazilian Amazon: a comparison of quantitative approaches by Alisson Castro Barreto, Tailon Martins, Adriano Mendonça Souza

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Uncovering and estimating complementarity in urban lives by Xin Liu, Konstantinos Pelechrinis

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Transcriptome characterisation and population genetics of Cunninghamia konishii Hayata – An endangered gymnosperm and implication for its conservation in Vietnam by Bich Hong Ha, Mai Phuong Pham, Quoc Khanh Nguyen, Thi Tuyet Xuan Bui, Giap Vu, Syed Noor Muhammad Shah, Dinh Duy Vu

“…In the GO database, 12,056 (20.47%) unigenes were annotated and these genes were divided into three major categories and 50 subcategories. In the KOG analysis, 13,248 (22.49 %) unigenes were annotated and divided into 25 gene function categories. …”
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Open energy services: forecasting and optimization as a service for energy management applications at scale by David Wölfle, Kevin Förderer, Tobias Riedel, Natascha Fernengel, Lukas Landwich, Ralf Mikut, Veit Hagenmeyer, Hartmut Schmeck

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A survey of reinforcement and deep reinforcement learning for coordination in intelligent traffic light control by Aicha Saadi, Noureddine Abghour, Zouhair Chiba, Khalid Moussaid, Saadi Ali

“…Abstract Intelligent traffic signal control is required for a transportation system to function properly. In contrast to existing traffic signals, where rules are typically developed manually, an intelligent traffic signal control system should dynamically adapt to real-time traffic. …”
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Complete genome sequence of Pseudarthrobacter sp. NIBRBAC000502770 from coal mine of Hongcheon on Republic of Korea by Min-Kyu Park, Yeong-Jun Park, Myung-Suk Kang, Min-Ha Kim, Soo-Young Kim, Jae-Ho Shin

“…Genome annotation identified 4,209 genes, including 3,926 protein-coding genes, 51 tRNA genes, and 15 rRNA genes, with a G + C content of 66.1%. Functional analysis revealed genes related to plant growth promotion and heavy metal resistance, such as arsenate (arsR, arsC) and copper (copC, copD) resistance genes. …”
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First fine mapping of a strain of Rhizoctonia Solani AG-3, causing tobacco target spot by Pan Ma, Mengjuan Qiu, Rubing Xu, Zhao Wang, Tom Hsiang, Junbin Huang, Lu Zheng, Yanyan Li

“…Data description Rhizoctonia solani AG-3 strain XEMS25-1 was isolated from disease leaves of tobacco target spot in Enshi, Hubei Province, China. …”
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Feature Enhanced Spatial–Temporal Trajectory Similarity Computation by Silin Zhou, Chengrui Huang, Yuntao Wen, Lisi Chen

“…Abstract Trajectory similarity computation is a fundamental function in many applications of urban data analysis, such as trajectory clustering, trajectory compression, and route planning. …”
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A Spatiotemporal Dataset of Soil Properties in Northeast China Based on Soil Sampling and Interpolation From 2009 to 2020 by Shuzhen Li, Jieyong Wang, Xu Lin, Yaqun Liu

“…By integrating a spatiotemporal covariance function with the Kriging interpolation algorithm, the study systematically resolves the challenge of spatiotemporal collaborative modelling for multi‐year discontinuous observational data. …”
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Viscosity modelling of chlorinated brines in three-component systems with a continuously variable temperature range between 293-323 K by Andrés Soto-Bubert, Rashmi Bhardwaj, Satheeshkumar Rajendran, Roberto Acevedo

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Automated road surface classification in OpenStreetMap using MaskCNN and aerial imagery by R. Parvathi, V. Pattabiraman, Nancy Saxena, Aakarsh Mishra, Utkarsh Mishra, Ansh Pandey

“…The model is robust across varied terrains and visual conditions and shows potential for real-world applications such as OSM data enhancement, infrastructure analysis, and autonomous navigation. …”
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Three-Field Modelling of Nonlinear Nonsmooth Boundary Value Problems and Stability of Differential Mixed Variational Inequalities by J. Gwinner

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Weakly hyperbolic equations with time degeneracy in Sobolev spaces by Michael Reissig

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Deep learning based automation of mean linear intercept quantification in COPD research by Lars Leyendecker, Anna Louisa Weltin, Florian Nienhaus, Michaela Matthey, Bastian Nießing, Daniela Wenzel, Daniela Wenzel, Robert H. Schmitt, Robert H. Schmitt

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Integral Equation-Wavelet Collocation Method for Geometric Transformation and Application to Image Processing by Lina Yang, Yuan Yan Tang, Xiang Chu Feng, Lu Sun

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Advanced characterization of biodiesel from Podocarpous falcatus oil via spectroscopy and DFT-based approaches: Thermal degradation kinetics and stability assessment by Serges Bruno Lemoupi Ngomade, Cyrille Donlifack Atemkeng, Aymard Didier Tamafo Fouegue, Cyrille Ghislain Fotsop, Hilaire Tendongmo, Théophile Kamgaing, Solomon Gabche Anagho, Neeraj Atray

“…In contrast, the negative standard entropy (ΔS) indicated a more ordered process. Using density functional theory (DFT) in conjunction with the M05–2X hybrid functional, the computing study was conducted on the two most abundant FAMEs (Fatty acid methyl ester) to achieve the optimum geometry, topology analysis, and electronic properties. …”
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Optimization of fuzzy linear fractional programming problem with fuzzy numbers by Sapan Das

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