Gross Motor Performance, Participation and Quality of Life After Adapted Physical Activity Interventions in Pediatric Populations with Neuromotor Disability: A Systematic Review by Silvia Faccioli, Avola Marianna, Mangano Giulia Rita Agata, Sghedoni Silvia, Sassi Silvia

“…In the future, more specific indications based on the functioning profile are advisable to orient professionals to define individualized safe training programs.…”
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Dissimilar Resistance Welding of NiTi Microwires for High-Performance SMA Bundle Actuators by Dominik Scholtes, Ralf-Kilian Zäh, Benedikt Faupel, Stefan Seelecke, Paul Motzki

“…The system integration of the generally small-diameter NiTi wires is an important cornerstone for the emerging technology. …”
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Effects of Pyrolysis Temperature of Macroalgal Biomass on the Structure and Mechanical Properties of Produced Biochar by Brandon Lou, Mallory Parker, Eleftheria Roumeli

“…Of these two factors, the amount and type of pyrolytic carbon were determined by the heating conditions, with oxidation at 200 °C generally preserving more carbon than oxidation at 300 °C. …”
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Low pressure amide hydrogenation enabled by magnetocatalysis by Sheng-Hsiang Lin, Sihana Ahmedi, Aaron Kretschmer, Carlotta Campalani, Yves Kayser, Liqun Kang, Serena DeBeer, Walter Leitner, Alexis Bordet

“…This work may pave the way toward a greatly enhanced practicability of amide hydrogenation at the laboratory and production scales, and demonstrates more generally the broad potential of the emerging field of magnetocatalysis for synthetic chemistry.…”
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Trace element composition of organs and tissues of the Caspian seal (<i>Phoca caspica</i> Gmelin, 1788) in the conditions of technogenesis of the biosphere by T. S. Ershova, V. F. Zaitsev, M. Z. Gadzhidadaev, Sh. M. Samudov, V. A. Chaplygin, Yu. A. Shevchenko

“…Sampling was carried out according to generally accepted methods and the determination of heavy metals was performed by atomic absorption spectroscopy using an atomic absorption spectrometer with electrothermal atomization MGA‐915 MD.Results. …”
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Applying Deep Learning Methods for a Large-Scale Riparian Vegetation Classification from High-Resolution Multimodal Aerial Remote Sensing Data by Marcel Reinhardt, Edvinas Rommel, Maike Heuner, Björn Baschek

“…(V) Model uncertainty was successfully calibrated by using temperature scaling. The generalization ability of the trained model can be improved by adding more data from future aerial surveys.…”
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Adjoint‐Based Online Learning of Two‐Layer Quasi‐Geostrophic Baroclinic Turbulence by F. E. Yan, H. Frezat, J. Le Sommer, J. Mak, K. Otness

“…The full online approach, without the need of additional constraints, is found to result in models that are generally more skillful. Other details relating to online training, such as window size, machine learning model set up and designs of the loss functions are detailed to aid in further explorations of the online training methodology for Earth System Modeling.…”
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Design of an Intervention and Education System for Children with Emotional Disorders Based on Semantic Analysis by Ruifang Yang, Yiqun Wang

“…In addition, this paper proposes a fine-grained action decomposition strategy to solve the problem of extreme imbalance in the dataset to improve the performance of the model and proposes an iterative sampling data fusion strategy, which aims to integrate and fuse data from multiple sources to make them more effective and further improve the robustness and generalization ability of the model. …”
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Methodological foundations for the study of territorial public self-government by Evgeniy V. Bulakh

“…Using methods of generalization, systemic, structural-functional, legal and comparative analysis, this form of self-organization can be considered as the main resource for revitalizing municipal public-power relations and a tool for implementing the expected local self-government reforms. …”
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Giant strain tunability in polycrystalline ceramic films via helium implantation by A. Blázquez Martínez, S. Glinšek, T. Granzow, J.-N. Audinot, P. Fertey, J. Kreisel, M. Guennou, C. Toulouse

“…In polycrystalline films, which are more suitable for functional applications due to their lower fabrication costs, strains above 1% often cause cracking. …”
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An ensemble deep learning framework for multi-class LncRNA subcellular localization with innovative encoding strategy by Wenxing Hu, Yan Yue, Ruomei Yan, Lixin Guan, Mengshan Li

“…Abstract Background Long non-coding RNA (LncRNA) play pivotal roles in various cellular processes, and elucidating their subcellular localization can offer crucial insights into their functional significance. Accurate prediction of lncRNA subcellular localization is of paramount importance. …”
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A Study of Deep Learning Models for Audio Classification of Infant Crying in a Baby Monitoring System by Denisa Maria Herlea, Bogdan Iancu, Eugen-Richard Ardelean

“…By comparing the performance of different machine learning algorithms, this study seeks to determine the most effective approach for the detection of infant crying, enhancing the functionality of baby monitoring systems and contributing to a more advanced understanding of audio-based deep learning applications. …”
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Quantifying the connectivity dimension of the soil security assessment framework by Julio C. Pachón Maldonado, Emma C. Leonard, Damien J. Field, Katie McRobert, Richard Heath, Alex B. McBratney

“…The study also identifies specific soil roles which require strengthening in different geographic regions. Despite the generally high levels of connectivity, the threat to soils by salinisation emerges as the soil role with the lowest connectivity utility. …”
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Cooling the land surface: Ecosystem health and water availability drive the landscape capacity to mitigate climate change by Jana Müllerová, Erik Šiffel

“…Land surface temperature (LST) is profoundly interlinked with the landscape state, settings and functioning, with the connections being very complex. …”
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Theoretical Study of Interaction Between Thiadiazole Derivatives on Fe(110) Surface by Thomas Nyijime, Habibat Chahul, Abdullahi Ayuba, FATER IORHUNA

“…In order to analyze local reactivity parameters, first- and second-order condensed Fukui functions were used. Simulations involving the adsorbed molecules on Fe (1 1 0) surface were carried out through quench dynamic simulations, and the mechanism of physical adsorption was established with 4-methoxyphenyl-1,3,4-thiadiazole (AMPT), which has proven to be a more effective inhibitor on the Fe surface than 2-amino-5-(4-chlorophenyl)-1,3,4-thiadiazole and 2-Amino-5-phenyl-1,3,4-thiadiazole (APT). …”
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The effect of population size on urban heat island and NO2 air pollution: Review and meta-analysis by Yufei Wei, Rémi Lemoy, Geoffrey Caruso

“…Despite a variety of functional specifications, data gathering processes, and metrics, the literature generally agrees on a significant effect of population size on both UHI and NO2. …”
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Dynamic Models of Multilingualism on the Territory of Western Ukraine by Наталія Михальчук, Павло Левчук, Ернест Івашкевич, Олександр Набочук

“…Theoretical methods – categorical and structurally-functional analysis of the texts, the methods of systematization, modeling, generalization; empirical ones – the analysis of lexical units, the experiment. …”
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Beyond Global Metrics: The U-Smile Method for Explainable, Interpretable, and Transparent Variable Selection in Risk Prediction Models by Katarzyna B. Kubiak, Agata Konieczna, Anna Tyranska-Fobke, Barbara Więckowska

“…Validated in balanced and imbalanced BC scenarios, the method proved robust to class imbalance and collinearity, and more sensitive than traditional metrics in detecting subtle but meaningful effects. …”
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Move your body, stay away from depression: a systematic review and meta-analysis of exercise-based prevention of depression in middle-aged and older adults by Xiao-Dong Zhao, Sae-Sook Oh, Zheng Zhang, Chong Wang

“…Interventions of medium duration generally outperformed shorter-term interventions. …”
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Assessment of potential candidate genes for partial resistance to Sclerotinia stem rot caused by Sclerotinia sclerotiorum using real‐time quantitative PCR by Deus Mugabe, Mohsen Yoosefzadeh Najafabadi, Christopher Grainger, Istvan Rajcan

“…We focused on four genes that have been previously reported as associated with SSR partial resistance and are known to be involved in defense‐related functions such as cell wall modification, signaling, response to wounding, and response to fungus. …”
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