A Differential-Evolution-Based Approach to Extract Univariate Decision Trees From Black-Box Models Using Tabular Data by Rafael Rivera-Lopez, Hector G. Ceballos

“…The growing demand for complex machine learning models has increased the use of black-box models, such as random forests and artificial neural networks, posing significant challenges regarding explainability and interpretability. …”
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Numerical Investigation into Evolution of Crack and Stress in Residual Coal Pillars under the Influence of Longwall Mining of the Adjacent Underlying Coal Seam by Xin Wang, Yuechao Wu, Xuehua Li, Shun Liang

“…Using the Voronoi method, we innovatively visualized the evolution of cracks in residual pillars, revealed the mechanism behind the failure of pillars, and explored the evolution and distribution of abutment stress. …”
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Magma evolution during the post-rift phase of the Santos Basin, Brazil: petrogenesis and geochemistry of ∼126–121 ma basalts and diabases by Wenyuan He, Hongping Wang, Jinglin Su, Wangquan Wang, Junfeng Zhao, Guoping Zuo, Tongkui Wang, Liu Yang, Kangxu Ren, Chaofeng Wang, Jian Zhao, Yuan Guo, Yonggang Zhang, Jing Sun

“…The Santos Basin, a passive continental margin basin recognized for its vast deep-sea hydrocarbon potential, poses unique geological issues due to the large amount of igneous rocks revealed by drilling data. …”
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Spatiotemporal evolution characteristics of freeze–thaw erosion intensity in the high-cold mountainous areas of Northwestern Yunnan from 2017 to 2023 by Hui Ye, Die Bai, Shiyin Liu, Shucheng Tan, Jinliang Wang, Fuming Xie, Yu Zhu

“…This process results in land degradation, soil erosion, and a range of ecological and environmental challenges, posing significant threats to the ecological security and socio-economic development of high-altitude mountainous areas. …”
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Evolution of the Quality of Life of Long-Term Fibromyalgia Users of Millimeter Wave-Based Neuromodulation: A Real-World Retrospective Study by Minier L, Zanini P, Chipon E, Gonon-Demoulian R, Treillet E, Crouzier D

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Global evolution of breast cancer incidence in childbearing-age women aged 15–49 years: a 30-year analysis by Chengwei Xia, Yini Liu, Wei Yong, Xin Qing

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Evolution of PqsE as a Pseudomonas aeruginosa-specific regulator of LuxR-type receptors: insights from Pseudomonas and Burkholderia by Caleb P. Mallery, Kayla A. Simanek, Autumn N. Pope, Jon E. Paczkowski

“…ABSTRACT Pseudomonas aeruginosa is a Gram-negative opportunistic pathogen that poses a significant public health threat, particularly in healthcare settings. …”
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Fracture evolution in steel fiber reinforced concrete (SFRC) of tunnel under static and dynamic loading based on DEM-FDM coupling model by Yu Chen, Dongfeng Yu, Yixian Wang, Yanlin Zhao, Hang Lin, Jingjing Meng, Haoliang Wu

“…Abstract The frequent or occasional impact loads pose serious threats to the service safety of conventional concrete structures in tunnel. …”
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Viral Live‐Attenuated Vaccines (LAVs): Past and Future Directions by Yan‐Dong Tang, Yuming Li, Xue‐Hui Cai, Xin Yin

“…Abstract Viral infections continue to pose a significant threat to the health of both humans and animals. …”
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Adaptive Evolution of <i>Sporosarcina pasteurii</i> Enhances Saline–Alkali Resistance for High-Performance Concrete Crack Repair via MICP by Jieyu Liu, Huaihua Xu, Min Dong, Zilin Cheng, Chenkai Mi, Shuai Sun, Ruiying Zhu, Peipei Han

“…The hypersaline conditions of seawater (average 35 g/L NaCl) and alkaline environments (pH 12) within concrete cracks pose significant challenges to the survival of mineralization-capable microorganisms. …”
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Phase formation and texture evolution in 316L-CuCrZr multi-material structures fabricated by laser powder bed fusion by Antonios Baganis, Florencia Malamud, Jan Čapek, Fedor F. Klimashin, Efthymios Polatidis, Matteo Busi, Miroslav Šmíd, Michal Jambor, Johann Michler, Markus Strobl, Christian Leinenbach

“…Steel-copper multi-material structures produced via Additive Manufacturing pose challenges in laser co-processing and microstructural control. …”
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Host taxonomy and environment shapes insectivore viromes and viral spillover risks in Southwestern China by Ji-Hu Yang, Chun-Feng Luo, Rong Xiang, Jiu-Meng Min, Zong-Ti Shao, Yi-Lin Zhao, Lu Chen, Lin Huang, Yun Zhang, Shun-Shuai Liu, Yu-Qiong Li, En-Nian Pu, Wen-Qiang Shi, Hai-Feng Pan, Wei-Jun Chen, Chun-Hong Du, Jia-Fu Jiang

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Sustained antiviral insulin signaling during West Nile virus infection results in viral mutations by Aditya B. Char, Chasity E. Trammell, Chasity E. Trammell, Stephen Fawcett, Manish Chauhan, Yared Debebe, Nora Céspedes, Ryder A. Paslay, Laura R. H. Ahlers, Dharmeshkumar Patel, Shirley Luckhart, Shirley Luckhart, Alan G. Goodman, Alan G. Goodman

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Investigating the Evolution Law and Fracture Mechanism of Overlying Coal-Bearing Strata Caused by Shallow Multi-Seam Mining in a Gully Area by Xiaoshen Xie, Enke Hou, Bingchao Zhao, Dong Feng, Pengfei Hou

“…Compared with single coal seam mining, the stratum damage induced by shallow multi-seam mining is more severe and poses a risk of mine disasters that threaten the safety of coal mine personnel. …”
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Emotional resonance and rational reflection in hybrid space: a cross-platform study of public opinion evolution in youth digital collective action by Jia Jia Hao, Xiaotong Dong, Yingyue Li, Shuang Li

“…Abstract Objective/Background Social media has become deeply integrated into urban life, and digital collective actions by young people rooted in physical spaces are becoming increasingly common, posing new challenges to urban governance. There is an urgent need to understand the dynamic evolution of cross-platform public opinion in such events to provide a basis for precise governance. …”
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In Situ X-Ray Computed Tomography (CT) Investigation on Localized Deformation and Crack Damage Evolution in a Bimrock by Tracking Rock Blocks by H. J. Meng, Y. Wang, J. Y. Ren

“…Instability of rock mass with block-in-matrix-rocks (bimrocks) often poses a threat to the geological and ecological environment; thus, investigation of the localized deformation and crack damage evolution is critical to predict the bimrock hazards. …”
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Comparative Plastome Analysis Between Endangered Mangrove Species Acanthus ebracteatus and Acanthus Relatives Provides Insights into Its Origin and Adaptive Evolution by Zanshan Fang, Danfeng Li, Haien Murong, Meng He, Yuqi Liu, Jiaxuan Liu, Jiaxiao Wu, Yingqi Li, Yongyu Li, Xiang Jin, Yuchen Yang, Ying Zhang

“…Moreover, because of the similar morphology and distribution, it is commonly confused with the congeneric mangrove species, A. ilicifolius, which poses challenges to the protection and proper medicinal utilization of A. ebracteatus. …”
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Spatio-Temporal Evolution of Water-Regulating Ecosystem Services Values in Morocco’s Protected Areas: A Case Study of Ifrane National Park by Oumayma Sadgui, Abdellatif Khattabi, Zouhir Dichane

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The Interpretation of Historical Layer Evolution Laws in Historic Districts from the Perspective of the Historic Urban Landscape: A Case Study in Shenyang, China by Yuan Wang, Chengxie Jin, Tiebo Wang, Danyang Xu

“…In the context of global urbanization and the concomitant tension between heritage conservation and urban development, there is an urgent need to explore effective strategies for addressing the challenges posed by fragmented conservation, static cognition, and homogeneous renewal in conservation practice. …”
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THE STRUCTURE OF THE RURAL COMMUNITY AND TUKHUM AMONG THE RUTULIANS: THE EVOLUTION OF THE SOCIAL SYSTEM IN THE SECOND HALF OF THE 18TH - EARLY 20TH CENTURIES by D. Dzhumaev

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