Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…Despite its potential to revolutionize the field, researchers are often encumbered by obstacles, such as the complexity of selecting optimal algorithms, the automation of data pre-processing steps, the necessity for adaptive feature engineering, and the assurance of model performance consistency across different datasets. …”
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Extensive behavioural divergence following colonisation of the freshwater environment in threespine sticklebacks. by Carole Di-Poi, Jennyfer Lacasse, Sean M Rogers, Nadia Aubin-Horth

“…Colonisation of novel environments means facing new ecological challenges often resulting in the evolution of striking divergence in phenotypes. However, little is known about behavioural divergence following colonisation, despite the predicted importance of the role of behavioural phenotype-environment associations in adaptive divergence. …”
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Selenium alters the gene content but not the taxonomic composition of the soil microbiome by Alison E. Bennett, Scott Kelsey, Casey Saup, Mike Wilkins, Antonino Malacrinò

“…We investigated evolution in response to naturally occurring selenium in soils of different geological parental materials on the Western Slope of Colorado. …”
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Exploitation traditionnelle des végétaux spontanés en région sahélienne du Burkina Faso by Souleymane Ganaba, Jean Marie Ouadba, Ouétian Bognounou

“…Fortunately, an evolution with manufactured products enable to adapt environment changes. …”
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Recombination and its impact on the genome of the haplodiploid parasitoid wasp Nasonia. by Oliver Niehuis, Joshua D Gibson, Michael S Rosenberg, Bart A Pannebakker, Tosca Koevoets, Andrea K Judson, Christopher A Desjardins, Kathleen Kennedy, David Duggan, Leo W Beukeboom, Louis van de Zande, David M Shuker, John H Werren, Jürgen Gadau

“…These findings are consistent with the hypothesis that recombination reduces interference between linked sites and thereby facilitates adaptive evolution and the purging of deleterious mutations. …”
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Crp and Arc system directly regulate the transcription of NADH dehydrogenase genes in Shewanella oneidensis nitrate and nitrite respiration by Jia-Rong Liu, Zhi-Qing Wang, Fei-Fei Li, Zhen-Kun Li, Ming-Chen Wang, Na Wang, Yu An, Xiu-Lan Chen, Yu-Zhong Zhang, Hui-Hui Fu

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Development of a microbiome for phenolic metabolism based on a domestication approach from lab to industrial application by Wei Zhao, Liuyang Shi, Yifan Han, Xingbiao Wang, Jingjing Wang, Song Xu, Xiaoxia Zhang, Zhiyong Huang

“…This study elucidates the self-assembly process of microbial communities during the artificial construction process, showcasing their adaptive evolution under different adverse conditions. …”
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Design and Optimization of Stacked Wideband On-Body Antenna with Parasitic Elements and Defected Ground Structure for Biomedical Applications Using SB-SADEA Method by Mariana Amador, Mobayode O. Akinsolu, Qiang Hua, João Cardoso, Daniel Albuquerque, Pedro Pinho

“…By using an AI-driven design approach, a self-adaptive Bayesian neural network surrogate-model-assisted differential evolution for antenna optimization (SB-SADEA) method to be specific, and a stacked structure having parasitic elements and a defected ground structure with 27 tuneable design parameters, the simulated impedance bandwidth of the on-body antenna was successfully enhanced from 150 MHz to 1.3 GHz, while employing a single and simplified body model in the simulation process. …”
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Detection and tracking of carbon biomes via integrated machine learning by S. Mohanty, S. Mohanty, L. Patara, D. Kazempour, P. Kröger

“…A seasonal alternation between different biomes is observed over the North Atlantic and Southern Ocean. …”
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Effects of winter barn feeding and grazing on growth performance, meat quality and rumen fungal community of Tibetan sheep by Xungang Wang, Qian Zhang, Tianwei Xu, Linyong Hu, Na Zhao, Hongjin Liu, Shixiao Xu

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Shedding light on the embryogenesis and eye development of the troglophile cave spider Tegenaria pagana C. L. Koch, 1840 (Araneae: Agelenidae) by Evgenia A. Propistsova, Guilherme Gainett, Ariel D. Chipman, Prashant P. Sharma, Efrat Gavish-Regev

“…Abstract Background Relatively little is known about the diversity of embryonic development across lineages of spiders, even though the study of embryonic development is a primary step in evo-devo studies and essential for understanding phenotypic evolution. Practically nothing is known about embryogenesis in cave-dwelling spiders, animals which play an important role in cave ecosystems and may have remarkable adaptations to aphotic habitats such as loss of eyes. …”
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Evolutionary Genetic Analysis of the Pyrazinamidase Gene in Seven Global Populations of Mycobacterium tuberculosis by Neha Kumari, Nikhat Khan, Aparup Das

“…Conclusion: The present evolutionary genetic analysis of the pncA gene indicates different levels of genetic diversity in seven different country populations. …”
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The wzc mutation mediates virulence changes in K1-type Klebsiella pneumoniae within the same patient by Gaoqin Teng, Gaoqin Teng, Qiuying Qin, Qiuying Qin, Shuo Ding, Shuo Ding, Yanchao Wu, Yanchao Wu, Yingying Fu, Meng Zhang, Xiaoqiang Yang, Ye Jin, Ye Jin, Zhijiang Xu, Zhijiang Xu, Man Huang, Man Huang

“…Although extensive research has been conducted on the virulence mechanisms of hvKp and the genetic properties of resistance plasmids, studies on the adaptive evolution of clinical strains within the host are still limited. …”
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Advertising across cultures, where translation is nothing… or everything by Laura Cruz Garcia

“…This article deals with the concept of 'translation' in the field of advertising, often known as 'copy adaptation.' The different advertising strategies used when adverts are published or broadcast in different countries involve different approaches to the task and the study of translation in this context. …”
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Transferring Face Recognition Techniques to Entomology: An ArcFace and ResNet Approach for Improving Dragonfly Classification by Zhong Li, Shaoyan Pu, Jingsheng Lu, Ruibin Song, Haomiao Zhang, Xuemei Lu, Yanan Wang

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Generalized hydrodynamics of integrable quantum circuits by Friedrich Hübner, Eric Vernier, Lorenzo Piroli

“…However, when $\tau$ is sufficiently large, the discrete dynamics exhibit qualitative differences compared to the original evolution, potentially displaying novel features and many-body effects. …”
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Shift patterns of internal bacterial communities across five life stages of laboratory-maintained Eremobelba eharai (Acari: Oribatida: Eremobelbidae) by Yu Chen, Yu Chen, Jun Chen, Jun Chen

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Cooperative Intelligent Transport Systems: The Impact of C-V2X Communication Technologies on Road Safety and Traffic Efficiency by Jingwen Wang, Ivan Topilin, Anastasia Feofilova, Mengru Shao, Yadong Wang

“…The advancement of intelligent road transport represents a promising direction in the evolution of transportation systems, aimed at improving road safety and reducing traffic accidents. …”
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STRUCTURAL DISPARITIES OF HUMAN RESOURCES IN THE HOSPITALITY INDUSTRY IN ROMANIA by Ioana JOSAN, Marius I. STUPARIU, Maria GOZNER, Jan A. WENDT

“…This study analyzes the structural disparities of human resources in Romania's hospitality industry during the period 2008–2023, offering a comprehensive perspective on employment dynamics, salary evolution, and productivity across different regions and gender categories. …”
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FedDyH: A Multi-Policy with GA Optimization Framework for Dynamic Heterogeneous Federated Learning by Xuhua Zhao, Yongming Zheng, Jiaxiang Wan, Yehong Li, Donglin Zhu, Zhenyu Xu, Huijuan Lu

“…This enables the model to adaptively find the optimal hyperparameters in an ever-changing environment, thereby improving both adaptability and performance. …”
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