Multisignal VGG19 Network with Transposed Convolution for Rotating Machinery Fault Diagnosis Based on Deep Transfer Learning by Jianye Zhou, Xinyu Yang, Lin Zhang, Siyu Shao, Gangying Bian

“…Compared with existing methods, this method has faster training speed, fewer training samples per time, and higher accuracy. …”
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A New MPPT Technique for Fast and Efficient Tracking under Fast Varying Solar Irradiation and Load Resistance by Libin Xu, Ruofa Cheng, Jiajing Yang

“…The simulation results reveal that the response of the proposed algorithm is 4.6 times faster than that of the INC under these scenarios, and the proposed algorithm has higher efficiency.…”
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A Phoenix++ Based New Genetic Algorithm Involving Mechanism of Simulated Annealing by Luokai Hu, Jin Liu, Chao Liang, Fuchuan Ni, Hang Chen

“…To this end, we propose a novel Phoenix++ based new genetic algorithm involving mechanism of simulated annealing. …”
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Formation Mechanism of Preferential Flow Paths and Seepage Characteristics of a Novel Growable Pile for Heap Leaching of Rare Earth by Wei Ju, Jianhua Yang, Zemin Wang, Chi Yao, Xiaobo Zhang

“…The results show that, under the horizontal liquid injection condition, the fine particles of the rare earth move away from the liquid injection end and also toward the lower part of the pile. …”
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Short-Term Effects of Tillage Practices on Soil Organic Carbon Turnover Assessed by δ13C Abundance in Particle-Size Fractions of Black Soils from Northeast China by Aizhen Liang, Shenglong Chen, Xiaoping Zhang, Xuewen Chen

“…Compared to the initial level, total SOC tended to be stratified but showed a slight increase in the entire plough layer under short-term NT. …”
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Formation of Nanoscale Bioimprints of Muscle Cells Using UV-Cured Spin-Coated Polymers by Fahmi Samsuri, John S. Mitchell, Maan M. Alkaisi, John J. Evans

“…The polymer replicas were then separated from the muscle cells and were analyzed under an Atomic Force Microscope (AFM), in tapping mode, because it has low tip-sample forces and thus will not destroy the fine structures of the imprint. …”
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A Review of the Progress in the Development of Leishmaniasis Vaccines by Narges Khaghanzadeh, Fatemeh Javadi, Afshin Samiei

“…Additionally, the mutant gene-centered LmCen-/- vaccine has completed Phase 1 clinical trials in humans. …”
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Large range sizes link fast life histories with high species richness across wet tropical tree floras by Timothy R. Baker, Stephen Adu-Bredu, Kofi Affum-Baffoe, Shin-ichiro Aiba, Perpetra Akite, Miguel Alexiades, Everton Almeida, Edmar Almeida de Oliveira, Esteban Alvarez Davila, Christian Amani, Ana Andrade, Luiz Aragao, Alejandro Araujo-Murakami, Eric Arets, Luzmila Arroyo, Peter Ashton, Suspense A. Averti Ifo, Gerardo A. C. Aymard, Michel Baisie, William Balee, Michael Balinga, Lindsay F. Banin, Olaf Banki, Christopher Baraloto, Jorcely Barroso, Jean-Francois Bastin, Hans Beeckman, Serge Begne, Natacha Nssi Bengone, Nicholas Berry, Wemo Betian, Vincent Bezard, Lilian Blanc, Pascal Boeckx, Damien Bonal, Frans Bongers, Francis Q. Brearley, Roel Brienen, Foster Brown, Musalmah Bt. Nasaradin, Benoit Burban, David F. R. P. Burslem, Plinio Camargo, Jose Luis Camargo, Wendeson Castro, Carlos Ceron, Victor Chama Moscoso, Colin Chapman, Jerome Chave, Eric Chezeaux, Murray Collins, James Comiskey, David Coomes, Fernando Cornejo Valverde, Flavia R. C. Costa, Aida Cuni-Sanchez, Lola da Costa, Douglas C. Daly, Martin Dančák, Armandu Daniels, Greta Dargie, Stuart Davies, Charles De Canniere, Thales de Haulleville, Jhon del Aguila Pasquel, Geraldine Derroire, Kyle G. Dexter, Anthony Di Fiore, Marie-Noel K. Djuikouo, Jean-Louis Doucet, Vincent Droissart, Gerald Eilu, Thaise Emillio, Julien Engel, Bocko Yannick Enock, Fidele Evouna Ondo, Corneille Ewango, Sophie Fauset, Ted R. Feldpausch, Muhammad Fitriadi, Gerardo Flores Llampazo, Ernest G. Foli, Gabriella Fredriksson, David R. Galbraith, Martin Gilpin, Emanuel Gloor, Christelle Gonmadje, Rene Guillen Villaroel, Jefferson Hall, Keith C. Hamer, Alan Hamilton, Olivier Hardy, Terese Hart, Radim Hédl, Rafael Herrera, Niro Higuchi, Claude Marcel Hladik, Eurídice Honorio Coronado, Isau Huamantupa-Chuquimaco, Walter Huaraca Huasco, Wannes Hubau, Muhammad Idhamsyah, Sascha A. Ismail, Kath Jeffery, Eliana Jimenez, Tommaso Jucker, Elizabeth Kearsley, Lip Khoon Kho, Timothy Killeen, Kanehiro Kitayama, William Laurance, Susan Laurance, Miguel Leal, Simon L. Lewis, Stanislav Lhota, Jeremy Lindsell, Gabriela Lopez-Gonzalez, Jon Lovett, Richard Lowe, William E. Magnusson, Jean-Remy Makana, Yadvinder Malhi, Beatriz Marimon, Ben Hur Marimon Junior, Andrew Marshall, Colin Maycock, Faustin Mbayu, Casimiro Mendoza, Irina Mendoza Polo, Faizah Metali, Vianet Mihindou, Abel Monteagudo-Mendoza, Sam Moore, Patrick Mucunguzi, Jacques Mukinzi, Pantaleo Munishi, Laszlo Nagy, Petrus Naisso, David Neill, Adriano Nogueira Lima, Percy Nunez Vargas, Lucas Ojo, Walter Palacios, Nadir Pallqui Camacho, Alexander Parada Gutierrez, Julie Peacock, Kelvin S.-H. Peh, Antonio Pena Cruz, Colin Pendry, Toby Pennington, Maria Cristina Penuela-Mora, Pascal Petronelli, Oliver L. Phillips, Georgia Pickavance, G. John Pipoly, Nigel Pitman, Axel Dalberg Poulsen, Ghillean T. Prance, Adriana Prieto, Richard B. Primack, Lan Qie, Simon A. Queenborough, Terry Sunderland, Carlos Quesada, Freddy Ramirez Arevalo, Hirma Ramirez-Angulo, Jan Reitsma, Maxime Réjou-Méchain, Anand Roopsind, Francesco Rovero, Ervan Rutishauser, Kamariah Abu Salim, Rafael Salomao, Ismayadi Samsoedin, Muhd Shahruney Saparudin, Juliana Schietti, Ricardo A. Segovia, Julio Serrano, Rafizah Serudia, Douglas Sheil, Natalino Silva, Javier Silva Espejo, Marcos Silveira, Murielle Simo-Droissart, James Singh, Bonaventure Sonké, Thaise Emilio Lopes De Sousa, Juliana Stropp, Rahayu Sukri, Terry Sunderland, Martin Svátek, Michael Swaine, Hermann Taedoumg, Joey Talbot, Sylvester Tan, James Taplin, David Taylor, Hans ter Steege, John Terborgh, Armando Torres-Lezama, John Tshibamba Mukendi, Darlington Tuagben, Peter van de Meer, Geertje van der Heijden, Peter van der Hout, Mark van Nieuwstadt, Bert van Ulft, Rodolfo Vasquez Martinez, Ronald Vernimmen, Barbara Vinceti, Simone Vieira, Ima Celia Guimaries Vieira, Emilio Vilanova Torre, Jason Vleminckx, Lee White, Simon Willcock, Mathew Williams, John T. Woods, Tze Leong Yao, Ishak Yassir, Roderick Zagt, Lise Zemagho

“…These links suggest that dispersal has been a key process in the evolution of the tropical forest flora.…”
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Impact of trace metal supplementation on anaerobic biological methanation under hydrogen and carbon dioxide starvation by G. Ghiotto, N. De Bernardini, E. Orellana, G. Fiorito, L. Cenci, P. G. Kougias, S. Campanaro, L. Treu

“…Conversely, bacteria were plastic and prone to genetic fluctuations, accumulating mutations on genes encoding for ABC-transporters and C-metabolism enzymes. …”
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Graph convolutional network as a fast statistical emulator for numerical ice sheet modeling by Younghyun Koo, Maryam Rahnemoonfar

“…When applied to transient simulations of the Pine Island Glacier (PIG), Antarctica, the GCN successfully reproduces ice thickness and velocity with a correlation coefficient of approximately 0.997, outperforming non-graph models, including fully convolutional network (FCN) and multi-layer perceptron (MLP). …”
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Manipulations with early mouse embryos for generation of genetically modified animals by A. N. Korablev, I. A. Serova, B. V. Skryabin

“…In addition, this is faster and simpler than similar work with mouse ESCs. …”
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Androgenesis and gynogenesis in tomato (<I>Solanum lycopersicum</I> L.) <I>in vitro</I> by A. A. Shergina, A. B. Kurina

“…Obtaining doubled haploid plants makes it possible to fix and analyze new gene combinations faster than with conventional breeding techniques, and produce homozygous genotypes. …”
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A Channel Attention-Driven Optimized CNN for Efficient Early Detection of Plant Diseases in Resource Constrained Environment by Sana Parez, Naqqash Dilshad, Jong Weon Lee

“…The proposed <i>LeafNet</i> leverages small, uniform convolutional filters to capture fine-grained details of plant disease features, with an increasing number of channels to enhance feature extraction. …”
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Sarcoidosis and Non-small Cell Lung Cancer: Expression of miR-145, miR-301, and miR-449 by Negin Khosravi, Abdolreza Mohamadnia, Changiz Ahmadi Zadeh, Naghmeh Bahram, Saeid Ghorbian

“…On the other hand, lung cancer stands out as a fatal form of cancer affecting both men and women. It is challenging to distinguish sarcoidosis from lung cancer. …”
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Plant genome modification: from induced mutagenesis to genome editing by A. B. Shcherban

“…However, this method was relatively long and included a number of stages from inducing multiple mutations using different mutagenic factors to crossing and selecting the most valuable cultivars for several generations. A new technology of genetic engineering and transgenesis enabled us to radically reduce the time required to obtain a new genetically-modified cultivar to one generation and make the modification process more effective and targeted. …”
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A novel method for intelligent operation and maintenance of transformers using deep visual large model DETR + X and digital twin by Xuedong Zhang, Wenlei Sun, Ke Chen, Shijie Song

“…Furthermore, the Llava-7b model, fine-tuned based on domain expertise, serves as an expert decision-making tool for transformer maintenance, providing accurate operational recommendations based on visual detection results. …”
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VsMATE1-Mediated Citrate Efflux Is Involved in Al Resistance in Common Vetch (<i>Vicia sativa</i> L.) by Wenhui Yan, Jia Shi, Ling He, Zigang Hou, Zhenfei Guo, Haifeng Zhu

“…Sujian No.3) and 426 (cv. Lanjian No.3) were identified as Al-resistant and -sensitive cultivars, respectively, among 12 common vetch germplasms. …”
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SGD-TripleQNet: An Integrated Deep Reinforcement Learning Model for Vehicle Lane-Change Decision by Yang Liu, Tianxing Yang, Liwei Tian, Jianbiao Pei

“…This dynamic weight adjustment process fine-tunes the weights based on gradient information to minimize the target loss function. …”
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Poplar transformation with variable explant sources to maximize transformation efficiency by Haiwei Lu, Sara Jawdy, Jin-Gui Chen, Xiaohan Yang, Udaya C. Kalluri

“…We further report high-potential candidate genes that may potentially be associated with higher regeneration and transformation efficiency. …”
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Peripheral Blood Derived Mononuclear Cells Enhance the Migration and Chondrogenic Differentiation of Multipotent Mesenchymal Stromal Cells by Niina Hopper, John Wardale, Daniel Howard, Roger Brooks, Neil Rushton, Frances Henson

“…Gene expression was quantified with stem cell PCR arrays and validated using quantitative real-time PCR (rtPCR). …”
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