Online evaluation method for MMC submodule capacitor aging based on CapAgingNet by Xinlan Deng, Youhan Deng, Liang Qin, Weiwei Yao, Min He, Kaipei Liu

“…Subsequently, the CapAgingNet model is introduced, incorporating key technical modules to enhance performance: the Deep Stem module, which extracts larger receptive fields through multiple convolution layers and mitigates the impact of data sparsity in capacitor aging on feature extraction; the efficient channel attention (ECA) module, utilizing one-dimensional convolution for dynamic weighting to adjust the importance of each channel, thereby enhancing the ability of the model to process high-dimensional features in capacitor aging data; and the multiscale feature fusion (MSF) module, which integrates capacitor aging information across different scales by combining fine-grained and coarse-grained features, thus improving the capacity of the model to capture high-frequency variation characteristics. …”
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Pre-inoculation of ago2 and DCL2/4-deficient Nicotiana benthamiana plants with the Pepino mosaic virus EU mild isolate confers complete protection against superinfection with the a... by Theodore Spanos, Amira Ghodbane, Aya Rezazga, Márta Ludman, Károly Fátyol, Toufic Elbeaino, Ioannis Livieratos

“…Collectively, our results cannot entirely exclude the complete redundancy of two essential components of RNA silencing, but clearly suggest the activation of an efficient and durable superinfection protection mechanism, which is distinct to it.…”
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Risk assessment of an Aedes flavivirus and its effect on pathogenic flavivirus replication in mosquitoes by Yumei Fu, Wan Zhao, Shaohui Wu, Jinqian Li, Qing Liu, Feng Jiang, Hong Lu, Le Kang, Qianfeng Xia, Feng Cui

“…Abstract Background Mosquitoes are efficient vectors of medically significant flaviviruses and serve as hosts for insect-specific flaviviruses (ISFs). …”
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Attention-based multi-scale convolution and conformer for EEG-based depression detection by Ze Yan, Ze Yan, Ze Yan, Yumei Wan, Xin Pu, Xiaolin Han, Mingming Zhao, Haiyan Wu, Wentao Li, Xueying He, Yunshao Zheng

“…The BiGRU module improves the model’s ability to recognize depressive states by utilizing bidirectional modeling. …”
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Small RNA Toxin‐Assisted Evolution of GC‐Preferred ErCas12a for Enhanced Genome Targeting Range by Zehua Chen, Junyuan Xue, Ziying Wang, Jinyuan Sun, Yinglu Cui, Tong Zhu, Huaiyi Yang, Ming Li, Bian Wu

“…EnErCas12a demonstrates the ability to recognize GC‐rich PAMs and target five times more PAM sequences than the wild‐type ErCas12a. …”
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Meloxicam mitigated methylglyoxal-induced glycative stress in rats by Talha Fayyaz, Ghulam Abbas, Hammad Ahmed, Najeeb Khatian, Shumaila Usman, Uzair Nisar, Noor Ain, Yamna Khurshid, Syed Ali

“…Drug repurposing is an efficient and cost-effective way of developing drugs. …”
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Anthocyanins and flavonoids derived from Clitoria ternatea L. flower inhibit bladder cancer growth via suppressing fatty acid synthesis mediated by SREBP1 pathway by Liu Chenkai, Liu Jue, Liu Gao, Song Yusong, Yang Xiuyu, Gao Honglei, Xiang Cheng, Sang Jie, Xu Tianrui, Sang Jun

“…ternatea flowers (DDH) are prepared via macroporous resin-based extraction coupled with an efficient and reliable two-dimensional UPLC-DAD-MS/MS method. …”
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Robust Stick‐and‐Play Photothermal Icephobic Film with Bioinspired Insulation Cells by Xiaohu Xia, Haotian Chen, Yiming Wang, Haidong Yu, Bingsuo Zou, Yabin Zhang

“…When a stick‐and‐play functionality is imparted by designing adjustable milli‐suction cups, this THMC film could adhere effectively to various surfaces despite dry and humid conditions while maintaining efficient anti‐/de‐icing capabilities. This study provides a designing strategy of robust and efficient photothermal films constructed from THMC and finds flexible use for diverse surfaces.…”
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Characterization of Elovl2/5 in abalone Haliotis discus hannai Ino by Mingli Shao, Wei Chen, Lina Zhu, Shikai Liu, Óscar Monroig, Juan Carlos Navarro, Chunnuan Zhao, Junsong YangLi, Mingzhu Li, Xiaotong Wang

“…However, it has extremely weak ability to extend C20:3n-6 and C20:4n-3 and no affinity for C22 PUFA. …”
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A High-Sensitivity, Bluetooth-Enabled PCB Biosensor for HER2 and CA15-3 Protein Detection in Saliva: A Rapid, Non-Invasive Approach to Breast Cancer Screening by Hsiao-Hsuan Wan, Chao-Ching Chiang, Fan Ren, Cheng-Tse Tsai, Yu-Siang Chou, Chun-Wei Chiu, Yu-Te Liao, Dan Neal, Coy D. Heldermon, Mateus G. Rocha, Josephine F. Esquivel-Upshaw

“…Breast cancer is a leading cause of cancer-related mortality worldwide, requiring efficient diagnostic tools for early detection and monitoring. …”
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Discerning Genes to Deliver Varieties: Enhancing Vegetative- and Reproductive-Stage Flooding Tolerance in Rice by Sanchika Snehi, Kt Ravi Kiran, Sanket Rathi, Sameer Upadhyay, Suneetha Kota, Satish Kumar Sanwal, Bm Lokeshkumar, Arun Balasubramaniam, Nitish Ranjan Prakash, Pawan Kumar Singh

“…However, stagnant flooding (partial submergence of vegetative parts) during the reproductive phase inflicts severe damage on the rice crop, leading to reduced yields, heightened susceptibility to pests and diseases, lodging, and inferior grain quality. The ability to tolerate stagnant flooding can be ascribed to several adaptive traits: accelerated aerenchyma formation, efficient underwater photosynthesis, reduced radial oxygen loss in submerged tissues, reinforced culms, enhanced reactive oxygen species scavenging within cells, dehydration tolerance post-flooding, and resistance to pests and diseases. …”
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A novel voting ensemble model empowered by metaheuristic feature selection for accurate flash flood susceptibility mapping by Radhwan A. Saleh, Ahmed M. Al-Areeq, Amran A. Al Aghbari, Mustafa Ghaleb, Mohammed Benaafi, Nabil M. Al‑Areeq, Baqer M. Al-Ramadan

“…Precision in identifying high-risk flash flood zones was underlined via spatial prediction, confirming the integrated framework’s ability to significantly improve forecast accuracy. …”
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Feedback-Based Validation Learning by Chafik Boulealam, Hajar Filali, Jamal Riffi, Adnane Mohamed Mahraz, Hamid Tairi

“…These remarkable results underscore FBVL’s ability to optimize performance on established datasets and its capacity to minimize loss. …”
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The Brophy Kit: A Manual Hemodialysis Device for Neonates by Giovanni Ceschia, Cara L. Slagle, Jolyn Morgan, Amanda Snyder, James E. Rose, Ed Plute, Apaara K. Chawla, Rebecca Coriolan, Danielle E. Soranno, Stuart L. Goldstein, Denise C. Hasson

“…Conclusion: The Brophy Kit performs in vitro clearance efficiently and UF consistently. The Brophy Kit may address a technological KRT gap for small neonates because of its minimal extracorporeal volume and ability to function with single lumen access.…”
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Oxacillin-Supplemented Mueller-Hinton Agar for In Vitro Inhibition of Ambler Class C β-Lactamases in Enterobacterales by Edgar-Costin Chelaru, Andrei-Alexandru Muntean, Mădălina-Maria Muntean, Mihai-Octav Hogea, Costin-Ștefan Caracoti, Bogdan-Florin Ciomaga, Thierry Naas, Mircea Ioan Popa

“…<b>Conclusions</b>: The use of MHO300 proved to be efficient in inhibiting AmpCs, allowing differentiation between AmpC hyperproducers and carbapenemase producers. …”
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Chloride-dependent plasma membrane hyperpolarization confers superior salinity tissue tolerance in wild rice Oryza coarctata by Ping Yun, Celymar Angela Solis, Babar Shahzad, Lana Shabala, Meixue Zhou, Gayatri Venkataraman, Zhong-Hua Chen, Sergey Shabala

“…It is concluded that O. coarctata possesses a strong ability to discriminate between Cl− and Na+ uptake (a trait lacking in cultivated rice) and use it to maintain negative membrane potential (MP) values without activating H+-ATPase, thus enabling more efficient K+ retention in mesophyll with low energy costs. …”
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Physics-augmented deep learning models for improving evapotranspiration estimation in global land regions by Binrui Liu, Xinguang He, Wenkai Lyu, Lizhi Tao

“…These results confirm the potential of data-physics hybrid modeling in ET estimation, which is conducive to supporting efficient irrigation water management.…”
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Composition and Morphological Characteristics of Extracellular Polymeric Substances of Different Tolerant Bacteria Under Perfluorobutanesulfonic Acid (PFBS) Stress by Rui Tang, Lina Sun, Guo Yu, Jiayao Xu, Qing Luo, Xiaoxu Wang, Luge Rong

“…This research provides a theoretical basis for elucidating efficient biosorbents.…”
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Design of an Emulgel-Type Cosmetic with Antioxidant Activity Using Active Essential Oil Microcapsules of Thyme (Thymus vulgaris L.), Cinnamon (Cinnamomum verum J.), and Clove (Euge... by Glicerio Leon-Méndez, Maria Osorio-Fortich, Rodrigo Ortega-Toro, Nerlys Pajaro-Castro, Miladys Torrenegra-Alarcón, Adriana Herrera-Barros

“…The radical scavenging ability was determined by antiradical activity techniques including DPPH (2,2-diphenyl-1-picrylhydrazyl) and ABTS (2,2′-azino-bis-(3-ethylthiazoline-benzenesulfonic acid-6)), and the ORAC method was used for determining the antioxidant capacity. …”
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Beyond the walls: the design and development of the Petralona Cave virtual museum utilising 3D technologies by Elli Karkazi, Athanassios Athanassiou, Andreas Darlas, Panagiotis Tokmakidis, Emmanouil K. Tzimtzimis, Vicky Chatziparadeisi, Ioannis Aspiotis, George Triantafyllakos, Charisios Achillas, Dimitrios Aidonis, Dimitrios Tzetzis, Dionysis Bochtis

“…The Virtual Museum provides a well-organised frame structure that serves as an efficient gateway to the content, making navigation easy for visitors. …”
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