Rolling bearing fault identification with acoustic emission signal based on variable-pooling multiscale convolutional neural networks by Yue Zhang, Yang Yu, Zheng Yang, Qiang Liu

“…Then the GAP (Global Average Pooling) layer is performed to realize classification. …”
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Evaluation of Fecal Sample Pooling for Real-Time RT-PCR Testing SARS-CoV-2 in Animals by Antonio Leonardi-Cattolica, Sandipty Kayastha, Megan Miller, Jake Guag, Andriy Tkachenko, James Lowe, Matthew Allender, Karen Terio, Leyi Wang

“…The simulation of clinical five-sample pooling showed that all positive samples could be detected regardless of the number (1–3) of positive samples in each pool. …”
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Statin use and survival in CLL/SLL treated with ibrutinib: pooled analysis of 4 randomized controlled trials by Ahmad Y. Abuhelwa, Sara A. Almansour, Jennifer R. Brown, Humaid O. Al-Shamsi, Ziad Abuhelwa, Zelal Kharaba, Yasser Bustanji, Mohammad H. Semreen, Salma Ali, Ahmad Alhuraiji, Ross A. McKinnon, Michael J. Sorich, Karem H. Alzoubi, Ashley M. Hopkins

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3′-End cDNA Pool Suitable for Differential Display from a Small Number of Cells by S. Zhao, G. Molnar, J. Zhang, L. Zheng, L. Averboukh, A.B. Pardee

“…This pool of cDNA sequences also provides a reliable source for primer-specific gene amplifications.…”
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De-novo transcriptome sequencing of a normalized cDNA pool from influenza infected ferrets. by Jeremy V Camp, Thomas L Svensson, Alexis McBrayer, Colleen B Jonsson, Peter Liljeström, Carl E Bruder

“…To enable de novo identification of transcriptionally active ferret genes in response to infection, we performed de-novo transcriptome sequencing of animals infected with H1N1 A/California/07/2009. …”
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Development of molten jet quench model for shallow pool based on PULiMS-E10 test by Wataru KIKUCHI, Akitoshi HOTTA, Koetsu ITO, Hiroaki YUGO, Mamoru SHIMIZU

“…When a molten jet falls into a shallow pool in the containment vessel during a severe accident in a light water reactor, melt spreading is expected to occur on the floor surface with extremely complex fluid phenomena. …”
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Agronomic Management, Socioeconomic Factors, and Carbon and Nitrogen Pools in Avocado–Coffee Systems in Huatusco, Veracruz, México by Diana Ayala-Montejo, Pablo Martínez-Zurimendi, Juan Fernando Gallardo-Lancho, Rufo Sánchez-Hernández, Eduardo Valdés-Velarde, Teresita de Jesús Santiago-Vera, Joel Pérez-Nieto

“…The ACS is sensitive to investment, market diversity, education, and external organic residue addition, explaining the variations in AM and the TSN pools.…”
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Genetic variations suggests that Takifugu rubripes, T. chinensis, and T. pseudommus are the same species with a shared gene pool by Ji Young Lee, Kun Hee Kim, Hyuk Je Lee, Sun-Goo Hwang, Tae Sun Kang

“…These findings strongly suggest that T. rubripes, T. pseudommus, and T. chinensis represent a single species sharing a common genetic pool.…”
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Cardiac Adverse Events in Patients Receiving Immune Checkpoint Inhibitors in the Adjuvant Setting: An FDA Pooled Analysis by Asma Dilawari, Mori J. Krantz, Ilynn Bulatao, Hee‐Koung Joeng, Marc Neilson, Suparna Wedam, Xin Gao, Mallorie H. Fiero, Abhilasha Nair, Marc Theoret, Laleh Amiri‐Kordestani

“…Methods ICIs approved in the adjuvant setting were pooled and trials with combination chemotherapy were excluded. …”
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Framework for Groove Rating in Exercise-Enhancing Music Based on a CNN–TCN Architecture with Integrated Entropy Regularization and Pooling by Jiangang Chen, Junbo Han, Pei Su, Gaoquan Zhou

“…The integration of entropy pooling and regularization is critical, with their omission leading to notable reductions in R² values. …”
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Deep learning for melt pool depth contour prediction from surface thermal images via vision transformers by Francis Ogoke, Peter Pak, Alexander Myers, Guadalupe Quirarte, Jack Beuth, Jonathan Malen, Amir Barati Farimani

“…Anomalous melt pools during metal additive manufacturing (AM) can lead to deteriorated mechanical and fatigue performance. …”
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A Novel Vibration Suppression Method for Welding Robots Based on Welding Pool Instability Evaluation and Trajectory Optimization by Mingtian Ma, Hong Lu, Yongquan Zhang, Zidong Wu, He Huang, Xujie Yuan, Xu Feng, Zhi Liu, Zhangjie Li

“…Therefore, based on the influence of robot vibration on welding pool stability during the welding process, a new welding robot vibration suppression method is proposed in this paper, along with the establishment of a welding pool stability assessment model. …”
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Influence of Solenopsis invicta Buren on soil chemical properties, silicon pools, and phytolith assemblages in organic agricultural soils by Carlos Alberto Ribeiro de Moura, Eduardo Carvalho da Silva Neto, Marcos Gervasio Pereira, Maria Elizabeth Fernandes Correia

“…ABSTRACT Ants mediate ecosystem services that can modulate crop performance and overall agroecosystem functioning. Our study investigated how the activity of Solenopsis invicta Buren (Hymenoptera: Formicidae) influences soil chemical properties, soil silicon pools, and soil phytoliths. …”
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Metal Additive Manufacturing and Molten Pool Dynamic Characterization Monitoring: Advances in Machine Learning for Directed Energy Deposition by Wentao He, Lida Zhu, Can Liu, Hongxiao Jiang

“…Directed energy deposition (DED) has progressively emerged as a highly promising technology for the rapid, cost-effective, and high-performance fabrication of hard-to-process metal components with shorter production cycles. …”
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Modeling of spreading of the melted corium jet inside the pool of emergency heat removal during severe accidents at NPP by I. V. Kazachkov, O. V. Konoval

“…Important nuclear power safety problem in touch with modeling of melted corium jet spreading inside the coolant pool is considered in the paper. It appears by development of the passive protection systems against se-vere accidents. …”
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Pericytes express markers of cellular proliferation without expansion of the pool in response to exercise-induced skeletal muscle damage by Joshua P. Nederveen, Katherine Manta, Donald Xhuti, Sean Y. Ng, Stephen A. Fortino, Tim Snijders, Sophie Joanisse, Dinesh Kumbhare, Hubert J.M. Smeets, Florence H.J. van Tienen, Gianni Parise

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Radiation Tolerant 3D Laser Scanner for Structural Inspections in Nuclear Reactor Vessels and Fuel Storage Pools by Luigi De Dominicis, Mario Carta, Massimiliano Ciaffi, Luca Falconi, Mario Ferri de Collibus, Massimo Francucci, Massimiliano Guarneri, Marcello Nuvoli, Fabio Pollastrone

“…Possible application fields of the system stretch to dimensional analysis also in spent nuclear fuel storage pools.…”
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Can qPCR on pooled sheep milk detect brucellosis as part of herd brucellosis control and eradication programs? by Mohammad Javad Aminzadeh, Khadijeh Hashemi, Hamideh Kalateh Rahmani, Narges Khaleghnia, Mohammad Azizzadeh, Pezhman Mirshokraei

“…Then, DNA extraction was performed on 186 pooled and individual samples, followed by qPCR. …”
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Pooled prevalence and associated factors of traditional uvulectom among children in Africa: A systematic review and meta-analysis. by Solomon Demis Kebede, Kindu Agmas, Demewoz Kefale, Amare Kassaw, Tigabu Munye Aytenew

“…<h4>Objective</h4>This review and meta-analysis aimed to estimate the pooled prevalence and associated factors of TCU in some African countries.…”
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Peak oxygen uptake in Paralympic sitting sports: A systematic literature review, meta- and pooled-data analysis. by Julia Kathrin Baumgart, Berit Brurok, Øyvind Sandbakk

“…Quality of the included studies was assessed with a modified version of the Downs and Black checklist by two independent reviewers. Meta-regression and pooled-data multiple regression analyses were performed to assess the influence of sex, age, body-mass, disability, test mode and study quality on VO2peak.…”
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