A rare IDH-Mutant glioma case: insights from single-cell transcriptomic analysis of tumor recurrences by Wen Li, Yuanshuai Zhou, Shaheryar Shafi, Jun Dong, Minxuan Sun

“…While recurrence is common due to the complex tumor microenvironment, cellular heterogeneity, and clonal evolution, multifocal recurrence originating from an initially unifocal, low-grade glioma has been rarely reported. …”
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Improved Understanding of Multicentury Greenland Ice Sheet Response to Strong Warming in the Coupled CESM2‐CISM2 With Regional Grid Refinement by Ziqi Yin, Adam R. Herrington, Rajashree Tri Datta, Aneesh C. Subramanian, Jan T. M. Lenaerts, Andrew Gettelman

“…Compared with the 1° runs, the VR run features a slower rate of surface melt, especially over the western and northern GrIS, where the ice surface slopes gently toward the periphery. …”
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MetaSeeker: sketching an open invisible space with self-play reinforcement learning by Bei Wu, Chao Qian, Zhedong Wang, Pujing Lin, Erping Li, Hongsheng Chen

“…Decades ago, the forays into metamaterials and transformation optics have ignited unprecedented interest to create an invisibility cloak—a closed space with any object inside invisible. However, all features of the scattering waves become stochastic and uncontrollable when EM waves interact with an open and disordered environment, making an open invisible space almost impossible. …”
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The Theoretical and Methodological Principles of Forming the Quality of Human Capital in the Context of Digitalization by Zhuravlova Iryna V.

“…A generalization of scientific sources has allowed defining HC as an aggregate of knowledge, skills, experience, digital, and soft competencies that create economic value for enterprises, society, and the economy as a whole. The evolution of the HC conception is illustrated as follows: from the classical approaches of A. …”
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A Comparative Analysis of Time Series Forecasting Models and the Novel ELSTMD Approach for Renewable Energy Generation by Yousef Alkhanafseh, Tahir Cetin Akinci, Alfredo A. Martinez-Morales

“…The increasing number of people and the huge industrial evolution have led to serious environmental consequences, which have made energy from Renewable Energy Sources (RESs) inevitable. …”
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Alexey Borovoy’s Political Philosophy: Dynamism, Anti-Rationalism, and Individualism by Rodion Yu. Belkovich, Andrey S. Bystrov, Sergey V. Vinogradov

“…The authors argue that the core philosophical features of Borovoy’s anarcho-humanism include dynamism (apology for the perpetual movement of life), anti-rationalism (rejection of rigid intellectual frameworks), and individualism (apology for personal emancipation and development). …”
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Synergizing TabNet and SHAP for PM10 Forecasting: Insights From Makkah, Saudi Arabia by Abdulrazak H. Almaliki, Afaq Khattak

“…This study utilizes the TabNet model to estimate PM10 concentrations, taking advantage of its ability to perform sparse feature selection and sequential decision-making to uncover complex relationships among different environmental variables. …”
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Radar Echo Extrapolation Based on Translator Coding and Decoding Conditional Generation Adversarial Network by Xingang Mou, Yuan He, Wenfeng Li, Xiao Zhou

“…Within this architecture, both intra-frame static attention and inter-frame dynamic attention mechanisms are utilized to derive attention weights across image channels, thereby effectively capturing the temporal evolution of time series images. This approach enhances the network’s capacity to comprehend local spatial features alongside global temporal dynamics. …”
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Abandoned Object Detection and Classification Using Deep Embedded Vision by Arbab Muhammad Qasim, Naveed Abbas, Amjid Ali, Bandar Ali Al-Rami Al-Ghamdi

“…The first stage uses a sequential model to capture temporal features and detect potential abandoned objects within the monitored area. …”
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Haplotype-resolved genome assembly of the tetraploid Youcha tree Camellia meiocarpa Hu by Rui Wang, Weiguo Li, Zhilong He, Haomin Lyu, Xiangnan Wang, Changrong Ye, Chengfeng Xun, Gaohong Xiao, Ying Zhang, Zhen Zhang, Yushen Ma, Longsheng Chen, Bolin Chen, Gaofeng Jia, Bingchuan Tian, Yongzhong Chen

“…The haplotype-resolved genome assembly of this tetraploid species can shed light on genomic evolution and the functional divergence among subgenomes and haplotypes. …”
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Enhanced Spatiotemporal Landslide Displacement Prediction Using Dynamic Graph-Optimized GNSS Monitoring by Jiangfeng Li, Jiahao Qin, Kaimin Kang, Mingzhi Liang, Kunpeng Liu, Xiaohua Ding

“…Landslide displacement prediction is crucial for disaster mitigation, yet traditional methods often fail to capture the complex, non-stationary spatiotemporal dynamics of slope evolution. This study introduces an enhanced prediction framework that integrates multi-scale signal processing with dynamic, geology-aware graph modeling. …”
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Far-right Radicalism in Ukraine in Past and Present by N. V. Rabotyazhev

“…The article explores the ideological origins of Ukrainian radical nationalism, the formation and evolution of far-right political forces in post-Communist Ukraine, and the ideology of contemporary radical right-wing Ukrainian parties. …”
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The Outcome of Rectal Cancer Patients During SARS-CoV-2 Pandemic by Florin BOBIRCA, Dan DUMITRESCU, Lidia BELEGA, Anca BOBIRCA, Traian PATRASCU

“…Material and method: The present study aims to analyze the diagnostic features, study the evolution, treatment and complications of patients with rectal cancer in a period marked by the SARS-CoV-2 pandemic. …”
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Molecular phylogenetics of the Ophiocordyceps sinensis-species complex lineage (Ascomycota, Hypocreales), with the discovery of new species and predictions of species distribution by Yongdong Dai, Siqi Chen, Yuanbing Wang, Yao Wang, Zhuliang Yang, Hong Yu

“…Our study highlights the phylogeny, species diversity, and suitable distribution of the O. sinensis-species complex lineage, which should have a positive implication for the resource discovery and adaptive evolution of this unique and valuable group.…”
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Color image encryption method based on four-dimensional multi-scroll multi-wing hyperchaotic system and DNA mutation mechanism by Qi Peng, Kun Zhang, Bing Zheng, Hao Ning, Yu Zhou, Xin Xie

“…Its hyperchaotic properties and nonlinear evolution characteristics are validated using Lyapunov exponent spectra, bifurcation diagrams, phase portraits, and Poincaré sections. …”
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Twenty-Five Years After the Chi-Chi Earthquake in the Light of Natural Time Analysis by Panayiotis A. Varotsos, Nicholas V. Sarlis, Efthimios S. Skordas, Qinghua Huang, Jann-Yenq Liu, Masashi Kamogawa, Toshiyasu Nagao

“…In particular, NT analysis enables the study of the dynamical evolution of a complex system and identifies when the system enters a critical stage. …”
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Geodynamic and geological factors in the formation of large hydrocarbon deposits in subsalt sediments of the North Caspian region by S. A. Aliyeva

“…An analysis of data on the geodynamic and geological evolution of the North Caspian region of the Caspian syneclise revealed specific features of its geological structure and development.Results. …”
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Exploration of crop germplasm resources knowledge mining in Chinese ancient books: a route toward sustainable agriculture by Wenjuan Zhao, Suoling Zhu, Yuan Cao

“…Furthermore, some of the excellent varieties discovered still possess good trait stability after nearly a century of natural evolution and artificial selection, which provides a solid germplasm base for sustainable agricultural development. …”
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NMR and SEM fractal dimensions explore shale pore structure taking the Upper Paleozoic shale in Ordos Basin as an example. by Keying Zhao, Zhanghua Zhang

“…The ImageJ Weka Segmentation module in ImageJ software intelligently optimizes the degree of pore recognition in SEM images to ensure accurate extraction and characterization of pore structure features. The fractal dimension of the SEM image was calculated using the Dathe formula for the identified pores: Fractal dimension of bound fluid pore (0.4922 ~ 0.9396) and fractal dimension of movable fluid (2.9727 ~ 2.989), quartz content has a negative correlation with the fractal dimension of bound fluid pores, clay mineral content has a positive correlation with the fractal dimension of bound fluid pores, NMR fractal dimension has no obvious correlation with organic matter content and maturity, and NMR fractal dimension has a negative correlation with porosity, but has no obvious correlation with permeability: indicating that NMR fractal dimension is mainly affected by the composition of shale minerals; The Shanxi Formation shale has a high degree of evolution but the organic matter pores are not developed. …”
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A Systematic Review of the Prevalence and Pattern of Imaging Defined Post-TB Lung Disease. by Jamilah Meghji, Hope Simpson, S Bertel Squire, Kevin Mortimer

“…Prospective data are required to determine the evolution of this lung damage and its associated morbidity over time. …”
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