On the added value of sequential deep learning for the upscaling of evapotranspiration by B. Kraft, B. Kraft, B. Kraft, J. A. Nelson, S. Walther, F. Gans, U. Weber, G. Duveiller, M. Reichstein, W. Zhang, M. Rußwurm, D. Tuia, M. Körner, Z. Hamdi, M. Jung

“…We compared different types of covariates (meteorological without precipitation, precipitation, remote sensing, and plant functional types) and their impact on model performance at the site level in a cross-validation setup.…”
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Mind wandering in sensory cortices by Shao-Min Hung, Po-Jang Hsieh

“…One particular mental activity that has been identified to recruit such a network is mind-wandering, which points to the functional aspect of mind-wandering as a default system. …”
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Exploring the impact of an electronic health record implementation on user experiences across clinical programmes in a large Canadian community hospital: a qualitative study by Walter P Wodchis, Shelley Vanderhout, Kerry Kuluski, Terence Tang, Lucas Seuren, Jason X Nie, Elizabeth Mansfield, Chris Hayes, Robert Reid, Shipra Taneja, Christine L Heidebrecht, Rujuta Giri

“…Objective This study explored experiences with implementing and using the Epic electronic health record (EHR) across different clinical programmes within a single Canadian hospital system and specifically examined how local configuration decisions and implementation of its features and functionalities integrated well or introduced friction within workflows.Design Qualitative description methodology involving semistructured interviews analysed using thematic analysis.Setting A large community hospital in Canada.Participants Healthcare providers, administrative staff and clinical leaders from seven clinical programmes.Results 66 individuals participated in interviews. …”
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Bidirectional information flow in cooperative learning reflects emergent leadership by Yuanyuan Li, Ya-jie Wang, Chang Su, Fang Deng, Yafeng Pan

“…Here, we investigated the directionality and dynamics of information flow by leveraging functional near-infrared spectroscopy (fNIRS) hyperscanning and Granger causality analysis (GCA). …”
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Basal ganglia neuronal activity during scanning eye movements in Parkinson's disease. by Tomáš Sieger, Cecilia Bonnet, Tereza Serranová, Jiří Wild, Daniel Novák, Filip Růžička, Dušan Urgošík, Evžen Růžička, Bertrand Gaymard, Robert Jech

“…Surprisingly, neurons related to scanning eye movements differed from neurons activated during saccades suggesting functional specialization and segregation of both systems for eye movement control.…”
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Inferring regulatory networks by combining perturbation screens and steady state gene expression profiles. by Ali Shojaie, Alexandra Jauhiainen, Michael Kallitsis, George Michailidis

“…Reconstructing transcriptional regulatory networks is an important task in functional genomics. Data obtained from experiments that perturb genes by knockouts or RNA interference contain useful information for addressing this reconstruction problem. …”
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Operator-agnostic and real-time usable psychophysiological models of trust, workload, and situation awareness by Erin E. Richardson, Jacob R. Kintz, Savannah L. Buchner, Torin K. Clark, Allison P. Hayman

“…Regression models using LASSO-based feature selection were fit with an emphasis on model stability and generalizability. We demonstrate functional model fit (Adjusted R2: T = 0.67, W = 0.60, SA = 0.85). …”
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Comparative analysis of organic fertilizers of different origins by Galaktionova Lyudmila

“…The analysis of IR spectra of organic fertilizers indicates a significant diversity of functional groups in the vermicompost sample and bioorganic fertilizer. …”
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Enzyme sequence optimisation via Gromov-Wasserstein Autoencoders integrating MSA techniques by Xuze Wang, Yangyang Li, Xiancong Hou, Hao Liu

“…Enzyme sequence design has always been a challenging task, particularly in optimising key properties such as enzyme solubility, stability, and activity. …”
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Net2Brain: a toolbox to compare artificial vision models with human brain responses by Domenic Bersch, Domenic Bersch, Martina G. Vilas, Martina G. Vilas, Sari Saba-Sadiya, Timothy Schaumlöffel, Timothy Schaumlöffel, Kshitij Dwivedi, Christina Sartzetaki, Radoslaw M. Cichy, Radoslaw M. Cichy, Radoslaw M. Cichy, Gemma Roig, Gemma Roig

“…Net2Brain provides functionalities in four key areas. First, it offers access to over 600 DNNs trained on diverse tasks across multiple modalities, including vision, language, audio, and multimodal data, organized through a carefully structured taxonomy. …”
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Neural correlates of emotional working memory predict depression and anxiety by Leiting Li, Leiting Li, Meirong Sun, Meirong Sun, Meirong Sun, Mengdi Qi, Yiwen Li, Dongwei Li, Dongwei Li

“…IntroductionEmotional working memory (WM) plays a critical role in cognitive functions such as emotion regulation, decision-making, and learning. …”
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Restoration of natural somatic sensations to the amputees: finding the right combination of neurostimulation methods by Gurgen Soghoyan, Artur R. Biktimirov, Nikita S. Piliugin, Yury Matvienko, Alexander Y. Kaplan, Alexander Y. Kaplan, Mikhail Y. Sintsov, Mikhail A. Lebedev, Mikhail A. Lebedev

“…Limb amputation results in such devastating consequences as loss of motor and sensory functions and phantom limb pain (PLP). Neurostimulation-based approaches have been developed to treat this condition, which provide artificial somatosensory feedback such as peripheral nerve stimulation (PNS), spinal cord stimulation (SCS), and transcutaneous electrical nerve stimulation (TENS). …”
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DESIGN OF TUNED MASS DAMPERS FOR LARGE STRUCTURES USING MODAL ANALYSIS by Jan Štepánek, Jiří Máca

“…The speed of response calculation allows for a quick calculation of frequency response function and numerical optimization of tuned mass dampers. …”
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Path To a Healthy Work-Life Balance: Mobile Application for Work and Personal Life Mastery by Erfan Rahmani, Zarina Che Embi

“…Envisaged deliverables include a fully functional mobile application designed to operate on the Android platform. …”
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Citizen Science to Raise Antimicrobial Resistance Awareness in the Community: The MicroMundo Project in Spain and Portugal by Jessica Gil‐Serna, Patricia Antunes, Susana Campoy, Ángeles Cid, Antonio Cobo‐Molinos, Paulo Durão, Carmen Fajardo, Belén Fouz, Ana R. Freitas, Filipa Grosso, Piet W. J. deGroot, Trinidad deMiguel, Bruno González Zorn, Belén Hinojosa, Maria João Leão, Montserrat Llagostera, Rosa deLlanos, Ainhoa Lucía, Sergi Maicas, Irma Marín, Magdalena Martínez‐Cañamero, Carla Miranda, José Manuel Molina‐Guijarro, Diego A. Moreno, María de losLlanos Palop, María José Pérez‐Álvarez, Pedro M. Pereira, María Teresa Pérez‐Gracia, Sandra Quinteira, Carmen Rioboo, Beatriz Robredo, José María Rodríguez‐Calleja, Rafael R. de laHaba, Sandra Sánchez, Manuel Sánchez Angulo, Cristina Sánchez‐Porro, Félix J. Sangari, Beatriz Santos, Eduarda Silveira, Begonya Vicedo, Víctor J. Cid, all members of MicroMundo Teams in Spain and Portugal

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Amelioration of Chronic Ethanol Administration‐Induced Learning and Memory Impairments by High‐Intensity Interval Training (HIIT) and Ritalin by Sara Shirazpour, Farahnaz Taheri, Gholamreza Sepehri, Mahla Zangiabadizadeh, Mostafa Zangiabadi, Najmeh Sadat Hosseini, Sara Sheikhi, Azadeh Shahrokhi Raeini, Sara Sheibani Tezerji

“…ABSTRACT Objectives The current study aimed to investigate the impacts of 8‐week high‐intensity interval training (HIIT) and Ritalin (RIT), alone and in combination, on cognitive functions and hippocampal oxidative parameters following chronic ethanol consumption in male rats. …”
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Reward integration in prefrontal-cortical and ventral-hippocampal nucleus accumbens inputs cooperatively modulates engagement by Eshaan S. Iyer, Peter Vitaro, Serena Wu, Jessie Muir, Yiu Chung Tse, Vedrana Cvetkovska, Rosemary C. Bagot

“…Abstract The nucleus accumbens, a highly integrative brain region controlling motivated behavior, receives various glutamatergic inputs, yet the relative functional specialization of these inputs is unclear. …”
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Impaired decisional impulsivity in pathological videogamers. by Michael A Irvine, Yulia Worbe, Sorcha Bolton, Neil A Harrison, Edward T Bullmore, Valerie Voon

“…We used stringent diagnostic criteria highlighting functional impairment.<h4>Results</h4>In the Information Sampling Task, pathological gaming participants sampled less evidence prior to making a decision and scored fewer points compared with healthy volunteers. …”
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The dorsal fan-shaped body is a neurochemically heterogeneous sleep-regulating center in Drosophila. by Joseph D Jones, Brandon L Holder, Andrew C Montgomery, Chloe V McAdams, Emily He, Anna E Burns, Kiran R Eiken, Alex Vogt, Adriana I Velarde, Alexandra J Elder, Jennifer A McEllin, Stephane Dissel

“…Yet, despite extensive studies in humans and animal models, the exact function or functions of sleep remain(s) unknown. A complicating factor in trying to elucidate the function of sleep is the complexity and multiplicity of neuronal circuits that are involved in sleep regulation. …”
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NeXtMD: a new generation of machine learning and deep learning stacked hybrid framework for accurate identification of anti-inflammatory peptides by Chengzhi Xie, Yijie Wei, Xinwei Luo, Huan Yang, Hongyan Lai, Fuying Dao, Juan Feng, Hao Lv

“…NeXtMD systematically extracts four functionally relevant sequence-derived descriptors—residue composition, inter-residue correlation, physicochemical properties, and sequence patterns—and utilizes a two-stage prediction strategy. …”
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