A case study for optimising the geometry and moment capacity of code compliant welded RWS connections by Meysam Bayat, Konstantinos Daniel Tsavdaridis, Andrés Alonso-Rodriguez

“…This study addresses this gap by performing a parametric analysis of ninety finite element models with fixed boundary conditions in ABAQUS to identify the optimal geometrical parameters for Circular-cut RWS connections using IPE270 beams. …”
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Algorithm of the automated control of displacement of the load overall center of gravity of railroad car for railway transportation by Tat’yana A. Vinokurova, Andrey B. Galushkin, Anatoliy A. Rakhmilevich

“…Results of static modeling along with the analysis of the data from transportation documents and video image of the car with the freight allow the operator of the train and car visual commercial inspection station to make decision about necessity of the car field inspection for establishing the fact of commercial fault. …”
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Early bacterial co-infections and ventilator-associated lower respiratory tract infections among intubated patients during the first and second COVID-19 waves: a European comparati... by Anahita Rouze, Pedro Povoa, Ignacio Martin-Loeches, Ouriel Saura, Julien Maizel, Olivier Pouly, Demosthenes Makris, Damien Du Cheyron, Fabienne Tamion, Marie Labruyere, Laurent Argaud, Fabien Lambiotte, Elie Azoulay, Martine Nyunga, Matthieu Turpin, Mehdi Imouloudene, Nicolas Weiss, Arnaud W. Thille, Bruno Megarbane, Eleni Magira, Iliana Ioannidou, Gaëtan Plantefeve, Flavia Galli, Emili Diaz, Armand Mekontso Dessap, Pierre Asfar, Alexandre Boyer, Alexandra Beurton, Ariane Gavaud, Charlotte Larrat, Jean Reignier, Alexandre Pierre, Christophe Vinsonneau, Pierre-Edouard Floch, Adrian Ceccato, Antonio Artigas, Alexandre Iellatchitch, Julien Labreuche, Saad Nseir, the coVAPid study group

“…The 28-day cumulative incidence of first VA-LRTI episodes was estimated using the Kalbfleisch and Prentice method, with co-infection prevalence and VA-LRTI incidence compared using multivariable logistic regression and Fine-and-Gray models, respectively. …”
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Global Carbon Budget 2024 by P. Friedlingstein, P. Friedlingstein, M. O'Sullivan, M. W. Jones, R. M. Andrew, J. Hauck, J. Hauck, P. Landschützer, C. Le Quéré, H. Li, H. Li, I. T. Luijkx, A. Olsen, A. Olsen, G. P. Peters, W. Peters, W. Peters, J. Pongratz, J. Pongratz, C. Schwingshackl, S. Sitch, J. G. Canadell, P. Ciais, R. B. Jackson, R. B. Jackson, S. R. Alin, A. Arneth, V. Arora, N. R. Bates, M. Becker, M. Becker, N. Bellouin, C. F. Berghoff, H. C. Bittig, L. Bopp, P. Cadule, K. Campbell, M. A. Chamberlain, N. Chandra, F. Chevallier, L. P. Chini, T. Colligan, J. Decayeux, L. M. Djeutchouang, L. M. Djeutchouang, X. Dou, C. Duran Rojas, K. Enyo, W. Evans, A. R. Fay, R. A. Feely, D. J. Ford, A. Foster, T. Gasser, M. Gehlen, T. Gkritzalis, G. Grassi, L. Gregor, N. Gruber, Ö. Gürses, I. Harris, M. Hefner, M. Hefner, J. Heinke, G. C. Hurtt, Y. Iida, T. Ilyina, T. Ilyina, T. Ilyina, A. R. Jacobson, A. R. Jacobson, A. K. Jain, T. Jarníková, A. Jersild, F. Jiang, Z. Jin, Z. Jin, E. Kato, R. F. Keeling, K. Klein Goldewijk, J. Knauer, J. Knauer, J. I. Korsbakken, X. Lan, X. Lan, S. K. Lauvset, S. K. Lauvset, N. Lefèvre, Z. Liu, J. Liu, J. Liu, L. Ma, S. Maksyutov, G. Marland, G. Marland, N. Mayot, P. C. McGuire, N. Metzl, N. M. Monacci, E. J. Morgan, S.-I. Nakaoka, C. Neill, Y. Niwa, T. Nützel, L. Olivier, L. Olivier, T. Ono, P. I. Palmer, P. I. Palmer, D. Pierrot, Z. Qin, L. Resplandy, L. Resplandy, A. Roobaert, T. M. Rosan, C. Rödenbeck, J. Schwinger, J. Schwinger, T. L. Smallman, T. L. Smallman, S. M. Smith, R. Sospedra-Alfonso, T. Steinhoff, T. Steinhoff, Q. Sun, A. J. Sutton, R. Séférian, S. Takao, H. Tatebe, H. Tatebe, H. Tian, B. Tilbrook, B. Tilbrook, O. Torres, E. Tourigny, H. Tsujino, F. Tubiello, G. van der Werf, R. Wanninkhof, X. Wang, D. Yang, X. Yang, Z. Yu, W. Yuan, X. Yue, S. Zaehle, N. Zeng, N. Zeng, J. Zeng

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CORRELATION OF STEREOTYPICAL AND IRREGULAR IN EPISTOLARY TEXT ADDRESSEEORIENTATI by Olena K. Kuvarova, Oleksandra V. Budilova

“…To achieve the aforementioned aim, we have utilized the descriptive method, content analysis, and linguistic modelling approach. …”
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Metabolomic profiles differentiate between porto-sinusoidal vascular disorder, cirrhosis, and healthy individuals by Georg Semmler, Oleksandr Petrenko, Juanjo Jose Lozano, Sarah Shalaby, Juan I. Sánchez-Avila, Nara Marella, Thomas Hannich, Katharina Wöran, Lorenz Balcar, Benedikt Simbrunner, Katharina Lampichler, Behrang Mozayani, Michael Trauner, Mattias Mandorfer, Thomas Reiberger, Juan-Carlos García-Pagán, Bernhard Scheiner

“…Artificial neural network and support vector machine models were developed to classify PSVD against cirrhosis or HV metabolomic profiles. …”
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Diagnostic Criteria for Cancer‐Associated Cachexia: Insights from a Multicentre Cohort Study by Zhenyu Huo, Feifei Chong, Na Li, Siyu Luo, Liangyu Yin, Jie Liu, Mengyuan Zhang, Jing Guo, Yang Fan, Ling Zhang, Xin Lin, Hongmei Zhang, Muli Shi, Xiumei He, Zongliang Lu, Ning Tong, Wei Li, Jiuwei Cui, Zengqing Guo, Qinghua Yao, Fuxiang Zhou, Ming Liu, Zhikang Chen, Huiqing Yu, Minghua Cong, Tao Li, Zengning Li, Pingping Jia, Min Weng, Chunhua Song, Hanping Shi, Hongxia Xu, The Investigation on Nutrition Status and Clinical Outcome of Common Cancers (INSCOC) Group

“…Results The final analysis included 5110 patients diagnosed with 15 different types of cancer, with a median age of 56. …”
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3D-GloBFP: the first global three-dimensional building footprint dataset by Y. Che, X. Li, X. Liu, X. Liu, Y. Wang, W. Liao, X. Zheng, X. Zhang, X. Xu, Q. Shi, J. Zhu, H. Zhang, H. Zhang, H. Yuan, H. Yuan, Y. Dai, Y. Dai

“…Such datasets are indispensable for a variety of applications, including climate modeling, energy consumption analysis, and socioeconomic activities. …”
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Decoding Artificial Intelligence: A Tutorial on Neural Networks in Behavioral Research by Javier Martínez-García, Juan José Montaño, Rafael Jiménez, Elena Gervilla, Berta Cajal, Antonio Núñez, Federico Leguizamo, Albert Sesé

“…Background: Artificial Neural Networks (ANNs), particularly multilayer perceptrons (MLPs) with backpropagation, are increasingly used in Behavioral and Health Sciences for data analysis. This paper provides a comprehensive tutorial on implementing backpropagation in MLP models for regression and classification tasks using Python. …”
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Autoencoder Extreme Learning Machine for Fingerprint-Based Positioning: A Good Weight Initialization is Decisive by Darwin P. Quezada Gaibor, Lucie Klus, Roman Klus, Elena Simona Lohan, Jari Nurmi, Mikko Valkama, Joaquin Huerta, Joaquin Torres-Sospedra

“…Indoor positioning based on machine-learning (ML) models has attracted widespread interest in the last few years, given its high performance and usability. …”
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Zn-Al layered double hydroxide nanoparticles for efficient removal of food dyes from wastewater by Rasheed M.A.Q. Jamhour, Ashraf M. Al-Msiedeen, Renad Z. Al-Sharaydeh, Mohannad R. Jamhour, Abdelmnim M. Altweiq

“…The FTIR spectroscopic analysis of LDH before and after the adsorption also confirms that the adsorption of food dyes was smooth and spontaneous on Zn-Al LDH providing an excellent and easy-to-use adsorption method for industrial application of wastewater treatment.…”
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Emergency management and urban resilience under seismic risks. Part I: Theoretical approach for quick post-quake damage evaluation of buildings by Ahmed Mebarki, Sandra Jerez, Mehdi Boukri, Benazouz Chikh, Abdellatif Benbokhari

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Leakage Detection in Subway Tunnels Using 3D Point Cloud Data: Integrating Intensity and Geometric Features with XGBoost Classifier by Anyin Zhang, Junjun Huang, Zexin Sun, Juju Duan, Yuanai Zhang, Yueqian Shen

“…Moreover, compared to deep learning models, including PointNet, PointNet++, and DGCNN, the proposed method demonstrates superior performance in both detection accuracy and computational efficiency.…”
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Milk production, composition, and udder morphometric traits across various lactation stages of Boer goats and their crosses in Ethiopia by Rekik Bekele, Rekik Bekele, Girma Abebe, Sandip Banerjee

“…Data were analyzed using SPSS software (version 20), applied repeated generalized linear models (GLM), Pearson correlations, and stepwise regression. …”
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The Managers' Perceptions of Telework Implementation Requirements in the Algerian Companies: A Post Covid-19 Assessment by Riad BENGHEBRID

“…Theoretical Implications: The study provides practical insights for the central role of information and communication technologies (ICT) in business continuity during crises, such as the COVID-19, after opening the way for the emergence of new management models such as telework, which gives the user the ability to perform his tasks fully or partially, from locations different from the usual the workplace. …”
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Sobre la solución de problemas computacionales en ingeniería mediante grafos dicromáticos. Selección de software de apoyo // About solving computational problems by dichromatic gra... by Sergio Marrero-Osorio

“…</p><p><br />Key words: structural analysis, problem solving, algorithms, mathematical models, dichromatic graphs,<br />graph editors.…”
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BGATT-GR: accurate identification of glucocorticoid receptor antagonists based on data augmentation combined with BiGRU-attention by Watshara Shoombuatong, Pakpoom Mookdarsanit, Nalini Schaduangrat, Lawankorn Mookdarsanit

“…Furthermore, the independent test results revealed that BGATT-GR attained superior predictive performance compared with several conventional ML models, with a balanced accuracy of 0.957, an MCC of 0.853, and an AUPR of 0.962. …”
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Nuclear geophysical assessment of aquifer groundwater quality in Okerenkoko community, Niger Delta: Implications for human health risk by Esi Emmanuel Oghenevovwero, Ebikapaye Peretomode, Akpoyibo Ogheneovo

“…The evaluation of aquifer groundwater quality in Okerenkoko, an oil-producing community in southern Niger Delta, Nigeria was conveyed by exploiting the vertical electrical soundings (VES) method with the support (aid) of Terrameter (1000) The Assays, Borehole Electro-Magnetics (ABEM) signal (recording) averaging system, groundwater collection and samples analysis with the assistance of sodium iodide [Na(TI)] detector. …”
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Development of a Design Formula for Estimating the Residual Strength of Corroded Stiffened Cylindrical Structures by Sang-Hyun Park, Byoungjae Park, Sang-Rai Cho, Sung-Ju Park, Kookhyun Kim

“…This research utilizes recent experimental and numerical investigations on corroded ring-stiffened cylinder models. Experimental results validate the numerical analysis method, showing good agreement in collapse pressures (2–4% difference) and shapes. …”
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Presenting the Physical Pattern of Today's Housing by Taking Advantage of the Desirable Qualities of Historical Houses (Case Study: Kerman City) by Amjad Bahredar, Ramin Madani, Mohsen Afshari

“…The method of analysis is comparative and with logical reasoning. …”
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