Digital Twin Approach for Fault Diagnosis in Photovoltaic Plant DC–DC Converters by Pablo José Hueros-Barrios, Francisco Javier Rodríguez Sánchez, Pedro Martín Sánchez, Carlos Santos-Pérez, Ariya Sangwongwanich, Mateja Novak, Frede Blaabjerg

“…Once a discrepancy is flagged, a second step classifier processes normalized time-series windows to identify the specific fault type. …”
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Research on the quantification and automatic classification method of Chinese cabbage plant type based on point cloud data and PointNet++ by Chongchong Yang, Chongchong Yang, Lei Sun, Lei Sun, Jun Zhang, Jun Zhang, Xiaofei Fan, Xiaofei Fan, Dongfang Zhang, Dongfang Zhang, Tianyi Ren, Tianyi Ren, Minggeng Liu, Minggeng Liu, Zhiming Zhang, Zhiming Zhang, Wei Ma, Wei Ma

“…This study has proposed a method for the rapid and accurate quantification and classification of Chinese cabbage plant types based on point-cloud data processing and the deep learning algorithm PointNet++. …”
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INNSE: Invertible neural network-based DNA image storage with self-correction encoding by Yanfen Zheng, Xiaokang Zhang, Lijun Sun, Ben Cao, Bin Wang, Qiang Zhang, Pan Zheng

“…A codebook generator was then designed to encode low-dimensional vectors into DNA sequences that meet various constraints. …”
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Prevalence of Trypanosoma Cruzi antibodies in blood donors from the Sao Paulo State, Brazil, between 2012 and 2014 by Svetoslav Nanev Slavov, Katia Kaori Otaguiri, Mariana Tomazini Pinto, Vanderléia Bárbaro Valente, Eugênia Maria Amorim Ubiali, Dimas Tadeu Covas, Simone Kashima

“…Though natural transmission by insect vectors has been controlled, there is significant risk of T. cruzi transmission by blood transfusion in non-endemic regions, generally due to immigration processes from endemic areas. …”
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Landscape of small nucleic acid therapeutics: moving from the bench to the clinic as next-generation medicines by Mohan Liu, Yusi Wang, Yibing Zhang, Die Hu, Lin Tang, Bailing Zhou, Li Yang

“…Abstract The ability of small nucleic acids to modulate gene expression via a range of processes has been widely explored. Compared with conventional treatments, small nucleic acid therapeutics have the potential to achieve long-lasting or even curative effects via gene editing. …”
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Alignment-free viral sequence classification at scale by Daniel J. van Zyl, Marcel Dunaiski, Houriiyah Tegally, Cheryl Baxter, Tulio de Oliveira, Joicymara S. Xavier, The INFORM Africa research study group

“…Results We employed six established AF techniques to extract feature vectors from viral genomes, which were subsequently used to train Random Forest classifiers. …”
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Automated Tunnel Point Cloud Segmentation and Extraction Method by Zhe Wang, Zhenyi Zhu, Yong Wu, Qihao Hong, Donglai Jiang, Jinbo Fu, Sifa Xu

“…By using a sliding window, it effectively distinguishes between curved and straight sections of long tunnels while removing non-tunnel structural point clouds with normal vectors, thereby enhancing the lining boundary features and significantly improving the automation level of tunnel processing. …”
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Rapid cochlear gene therapy in adult deaf mice: Vglut3 rescue via AAV8 achieves day-1 hearing restoration by Ting Zhang, Rongqun Zhai, Mengli Liu, Hongen Xu, Liang Wang, Wenxue Tang, Bei Chen, Xingle Zhao

“…This study provides critical insights into the dynamic processes underlying cochlear gene therapy and challenges the conventional paradigm that 1–2 weeks are required for functional recovery.…”
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Development of nucleic acid-based vaccines against dengue and other mosquito-borne flaviviruses: the past, present, and future by Muhammad Bashir Bello, Ahlam Alsaadi, Asif Naeem, Sarah A. Almahboub, Mohammad Bosaeed, Mohammad Bosaeed, Safia S. Aljedani

“…The global prevalence of these viruses is largely driven by extensive international travels and ecological disruptions that create favorable conditions for the breeding of Aedes and Culex species, the mosquito vectors responsible for the spread of these pathogens. …”
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M2Caps: learning multi-modal capsules of optical and SAR images for land cover classification by Haodi Zhang, Anzhu Yu, Kuiliang Gao, Xuanbei Lu, Xuefeng Cao, Wenyue Guo, Weiqi Lian

“…Subsequently, the cascaded features fusion module integrates various feature scales, concurrently processing deep multi modal features, shallow OPT features, and shallow SAR features at each layer. …”
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SGK1 upregulation in GFAP+ neurons in the frontal association cortex protects against neuronal apoptosis after spinal cord injury by Anbiao Wu, Guang Yang, Genyu Liu, Jiyan Zhang

“…The introduction of SGK1 silencing vectors confirmed that SGK upregulation in these FrA neurons exerted anti-apoptotic effects through NRF2/HO-1 signaling. …”
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Rock fracture type recognition based on deep feature learning of microseismic signals by LI Dianze, XU Huajie, ZHANG Bo

“…These signals were then processed to construct a microseismic signal aggregation (MSA) spectrogram, which integrated time-frequency spectrograms, log-Mel spectrograms, and Mel-frequency cepstral coefficients. …”
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Adaptation of the Legal System of Ukraine in the Era of Digitalization: Challenges, Threats and Possible Ways to Overcome Them by Serhii ABLAMSKYI, Anna KAVUNSKA, Oleksandr PEREDERII, Oleksandr TYMOFIIV, Achmad ZUHDI

“… Modern processes related to the digitalization of legal relations significantly affect the development of society and the state as a whole. …”
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Study of purinosome assembly in cell-based model systems with de novo purine synthesis and salvage pathway deficiencies. by Veronika Baresova, Vaclava Skopova, Olga Souckova, Matyas Krijt, Stanislav Kmoch, Marie Zikanova

“…<h4>Background</h4>The enzymes involved in de novo purine synthesis (DNPS), one of the basic processes in eukaryotic cells, transiently and reversibly form a dynamic multienzyme complex called the purinosome in the cytoplasm. …”
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Enhanced Hybrid Deep Learning Model With Improved Self-Attention Mechanism for Legal Judgment Prediction by G. Sukanya, J. Priyadarshini

“…The dawn of Natural Language Processing in the legal research field has achieved great heights. …”
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The Reaction of Monetary-Credit and Budget-Taxation Policy of Russia on the Challenges of Globalization by Mikhail Yu. Golovnin, Lyudmila N. Lykova, Irina S. Bukina

“…The subject of conducted research is the reaction of monetary-credit and budget-taxation policy of Russia on the challenges facing the Russian economy under the influence of processes of globalization. The main challenges are highlighted by the global economic and financial crisis of 2008–2009 and the crisis 2014–2016, in the development of which series of external shocks have played an important role.Purpose. …”
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A loss of function analysis of host factors influencing Vaccinia virus replication by RNA interference. by Philippa M Beard, Samantha J Griffiths, Orland Gonzalez, Ismar R Haga, Tali Pechenick Jowers, Danielle K Reynolds, Jan Wildenhain, Hille Tekotte, Manfred Auer, Mike Tyers, Peter Ghazal, Ralf Zimmer, Jürgen Haas

“…This advancement in our understanding of the VACV life cycle provides a reliable knowledge base for the improvement of poxvirus-based vaccine vectors and development of anti-viral theraputics.…”
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EEG analysis of trial subjects with discirculatory encephalopathy by multidimensional scaling method of cognitive tests and leads by Anna I. Novikova, Kaleria A. Moroz, Elena A. Kizhevatova

“…The research subject is graphs of the vectors arrangement dynamics in the two-dimensional attribute space of EEG-data of healthy and patient subjects corresponding to each of the leads and cognitive tests. …”
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GLOBAL LIQUIDITY AS AN INSTITUTIONAL PHENOMENON by T. Е. Gorodetska, V. O. Kornivska

“… The content of present day contradictory processes in the world economy plays an important role in choosing the strategy of social and economic development of Ukraine. …”
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Improving the Energy Efficiency of the Use of Oil Jet Pumps by D. A. Panevnyk

“…When using ejection systems that implement long-term technological processes (e. g., during oil production), it is necessary to take the minimum possible value of the main geometric parameter of the jet pump for the specified operating conditions.…”
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