Virtual sensing-enabled digital twin framework for real-time monitoring of nuclear systems leveraging deep neural operators by Raisa Hossain, Farid Ahmed, Kazuma Kobayashi, Seid Koric, Diab Abueidda, Syed Bahauddin Alam

“…DeepONet acts as a virtual sensor, mapping operational inputs to spatially distributed system behaviors without requiring frequent retraining. Our results show that DeepONet achieves low mean squared and Relative L2 error, making predictions 1400 times faster than traditional CFD simulations. …”
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A Forecasting Method for COVID-19 Epidemic Trends Using VMD and TSMixer-BiKSA Network by Yuhong Li, Guihong Bi, Taonan Tong, Shirui Li

“…The spread of COVID-19 is influenced by multiple factors, including control policies, virus characteristics, individual behaviors, and environmental conditions, exhibiting highly complex nonlinear dynamic features. …”
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Rhythmic Roots: The Adaptive Functions of Vocal Isochrony and Its Role in Human Music and Language Evolution by Julia V. Grabner, Anna E. Kempf, Alma M. N. Nederlof, Judith M. Varkevisser, Michelle J. Spierings

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Improvement of Water Quality at Dongbin Harbor with Construction of an Inland Canal, Korea by Yong-Sik Cho

“…The behaviors of the water body of Dongbin Harbor located at Pohang City, Gyongpook Province, in Korea were numerically simulated in this study. …”
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Application of Big Data in Air-conditioning Field by Chen Huanxin, Liu Jiangyan, Hu Yunpeng, Li Guannan

“…As user behaviors can be detected by mining the massive data, the protection of big data should be brought to the forefront.…”
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Integrated Brain Circuits: Neuron-Astrocyte Interaction in Sleep-Related Rhythmogenesis by Michael M. Halassa, Marco Dal Maschio, Riccardo Beltramo, Philip G. Haydon, Fabio Benfenati, Tommaso Fellin

“…We discuss recent data showing that these glial cells regulate slow oscillations, a specific thalamocortical activity that characterizes non-REM sleep, and sleep-associated behaviors. Based on these findings, we predict that our understanding of the genesis and tuning of thalamocortical rhythms will necessarily go through an integrated view of brain circuits in which non-neuronal cells can play important neuromodulatory roles.…”
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Surface roughness and its measurement methods - Analytical review by Т.А. Ruzova, B. Haddadi

“…This will contribute to the advancement of new strategies for studying and predicting material properties and technical system behaviors.This review discusses the primary aspects of surface microgeometry and ways of its modelling, as well as modern technologies and tools for surface topography assessment, their strengths, weaknesses and application features.…”
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The Influence of Postmenstrual Age and Neurological Impairments on the Modified Pain Assessment Tool Score in Infants Admitted to Neonatal Intensive Care: A Retrospective Medical R... by Jamie Murray, Jeremy Lam, Jeewan Jyoti, Kaye Spence, Himanshu Popat, Emre Ilhan

“…Higher behavioral scores were 3.7 times (OR 0.27, 95% CI 0.10–0.77, p = 0.01) more likely in extremely‐to‐very preterm (< 33 weeks) infants when compared to term (≥ 37 weeks) infants. …”
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Emotional Reactivity and Regulation Relate to Surgical Treatment Decision Making Among Newly Diagnosed Women With Breast Cancer by Catherine Benedict, Bita Nouriani, Eric Neri, Kate Miller, Allison W. Kurian, James J. Gross, David Spiegel

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Study on individual differences in visual working memory tasks based on spatiotemporal brain functional metrics and biological perspectives by Ronglong Xiong, Qiuzhu Zhang, Junjun Zhang, Zhenlan Jin, Ling Li

“…First, multiple spatiotemporal brain function metrics were extracted, and Sequential Backward Selection (SBS) and Leave-One-Subject-Out Cross-Validation (LOSO-CV) linear regression were applied to predict behavioral performance under VWM conditions. …”
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Learning Post-Stroke Gait Training Strategies by Modeling Patient-Therapist Interaction by Seyed Mostafa Rezayat Sorkhabadi, Mason Smith, Roozbeh Khodmbashi, Rachel Lopez, Melissa Raasch, Trent Maruyama, Christina Kwasnica, Wenlong Zhang

“…The resulting model is able to accurately capture high-level therapist behaviors over the course of a full training session (r2 = 0.92, RMSE = 0.23Nm) while still explaining some of the more nuanced behaviors contained in individual strides (r2 = 0.53, RMSE = 0.61Nm). …”
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Facilitating teachers’ inclusive education intentions: the roles of transformational leadership, school climate, and teacher efficacy by Tiantian Wang, Meng Deng, Guoxiu Tian

“…Abstract Teacher intention toward employing inclusive practices is pivotal to determining instructional behaviors and teaching effectiveness of inclusive education. …”
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Reality is in the eye of the beholder: From young players’ interpretations of their parents to how they perceive their own competence and the value of sport by Filipa Rocha, António Manuel Fonseca, Cláudia Dias

“…Hierarchical regression analyses further revealed that higher reflected appraisals (from both parents) and a less mistakes-focused climate from fathers - but a more error-focused climate from mothers - predicted greater perceived competence. Similarly, fathers’ emphasis on learning and enjoyment and high levels of reflected appraisals from both parents predicted the value attributed to sport. …”
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Gender differences in the relationship between bullying victimization and mobile phone addiction among adolescents: the mediating roles of depression and social anxiety by Yue Li, Erlong Tian, Zainudin Bin Abu Bakar, Zakiah Binti Mohamad Ashari

“…Abstract Background Mobile phone addiction has become a pervasive behavioral issue among adolescents, closely associated with various psychological stressors. …”
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Numerical Study of Tire Hydroplaning Based on Power Spectrum of Asphalt Pavement and Kinetic Friction Coefficient by Shengze Zhu, Xiuyu Liu, Qingqing Cao, Xiaoming Huang

“…Mechanical responses and physical behaviors of tire-pavement interaction were observed and compared with NASA equation to validate the applicability and accuracy of this model. …”
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Personality stability and change across the academic semester by Stephanie M. Anglin, Rachel S. Rubinstein, Dustin A. Haraden, Caitlin Drummond Otten, Brandon Mangracina, K. Mackenzie Shaw

“…The Situational Perspective predicts that personality will change in response to changes across the semester (e.g., in workload), with conscientiousness and extraversion decreasing and neuroticism increasing, while the Maturity Principle predicts that conscientiousness and agreeableness will increase and neuroticism will decrease as students adapt to new roles and expectations, and the Personality Stability Perspective predicts that personality will remain unchanged. …”
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Twitter-based measures of neighborhood sentiment as predictors of residential population health. by Joseph Gibbons, Robert Malouf, Brian Spitzberg, Lourdes Martinez, Bruce Appleyard, Caroline Thompson, Atsushi Nara, Ming-Hsiang Tsou

“…First, how well does this approach predict health outcomes at very local scales, such as neighborhoods? …”
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The analysis of dynamic evaluation of online shopping satisfaction based on the recurrent neural network model by Cheng Zhao, Yi Xun

“…This work explores a behavioral prediction method for online shopping users using a Recurrent Neural Network (RNN) model. …”
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Integrating quantitative knowledge into a qualitative gene regulatory network. by Jérémie Bourdon, Damien Eveillard, Anne Siegel

“…Much current research has focused successfully on the qualitative behaviors of macromolecular networks. Nonetheless, it is not capable of taking into account available quantitative information such as time-series protein concentration variations. …”
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Evaluating the Performance of Connected and Automated Vehicles in Fixed Signal-Controlled Conventional Intersections and Superstreets with Platooning-Based Trajectory Planning by Shaojie Liu, Wei David Fan

“…The Intelligent Driver Model (IDM) is selected and applied to model the CAV behaviors, while Wiedemann 99 (W99) is used to model Human-Driven Vehicles (HDVs). …”
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