Exploring NAS for anomaly detection in superconducting cavities of particle accelerators by Lynda Boukela, Julien Branlard, Annika Eichler, Annika Eichler

“…Thus, a lightweight machine learning-assisted approach targeting FPGA deployment is developed. …”
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Characterize neuronal responses to natural movies in the mouse superior colliculus by Ya-tang Li

“…Interestingly, I found a strong correlation between neuronal responses to natural movies and functional properties previously characterized using artificial stimuli. …”
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DIGITAL TECHNOLOGIES IN CHEMISTRY TEACHER TRAINING: THEORETICAL AND METHODOLOGICAL ANALYSIS by Olena Kochubei

“…The study presents a logical and content-based analysis of digital educational resources, their classification by functional characteristics, and the pedagogical conditions necessary for their effective application. …”

The Evolution of Family Entrepreneurship in Poland: Main Findings Based on Surveys and Interviews from 2009-2018 by Andrzej Marjański, Łukasz Sułkowski

“…Implications & Recommendations: Understanding the specificity of family entrepreneurship requires learning their essence and criteria for distinguishing these entities from other enterprises. …”
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Neutrosophic Spherical Sets for Aesthetic Experience and Instructional Excellence: An Empirical Study of Dance Education Classes Teaching Quality by Lusi Huang

“…We show score and accuracy functions to obtain crisp values. The findings show that while traditional models performed better in terms of technical accuracy and structural clarity, teaching strategies that prioritize student-centered feedback and expressive flexibility typically produce deeper aesthetic engagement. …”
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Theoretical and simulation analysis of a rectangular crack in the piezoelectric material by Yani Zhang, Junlin Li

“…Abstract Piezoelectric materials are significantly affected in their mechanical and electrical properties due to the presence of internal cracks (especially rectangular cracks), which in turn impacts the reliability and functionality of the devices.This paper investigates the problem of rectangular cracks in piezoelectric materials through theoretical analysis and numerical simulation. …”
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Influence of proteinoids on calcium carbonate polymorphs precipitation in supersaturated solutions by Panagiotis Mougkogiannis, Andrew Adamatzky

“…We share our findings and results regarding the morphology, composition, stability, and functionality of proteinoid brain structures. We discuss the implications and applications of our work in the fields of bio-inspired computing, artificial neural networks, and origin of life research.…”
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The South African Council for Educators point system policy in promoting teacher professional development by Pradhika Munhar, Shuti Steph Khumalo

“…For schools to achieve their goals of effective teaching and improve learning, professional development should be at the top of the pedagogical agenda. …”
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Pragmatic Perception of Insult-Related Vocabulary in Spanish as L1 and L2: A Sociolinguistic Approach by Raúl Fernández Jódar

“…Insults are analyzed as versatile speech acts fulfilling pragmatic functions such as impoliteness, affiliation, and emphasis. …”
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Artificial intelligence in de novo protein design by Jiawei Yao, Xiaogang Wang

“…The primary goal of protein engineering has always been to create molecules with optimal functions and characteristics. One of the most exciting avenues of research in this field is de novo protein design. …”
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Developmental features of multi-word expressions in spoken discourse by Chinese learners of English by Huiping Zhang, Xingzuo Wang

“…Drawing upon these findings, this study proposes several pedagogical implications for enhancing the teaching and learning of MWEs in spoken discourse.…”
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MOTOR SKILL ACQUISITION INFLUENCES LEARNERS‘ VISUAL PERCEPTION IN GYMNASTICS by Thomas Heinen, Stefanie Mandry, Pia M. Vinken, Marc Nicolaus

“…Participants of an experimental group learned the handspring over a vaulting box following a methodical progression. …”
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Comparative analysis of the quality of fractal image compression with JPEG and JPEG2000 standards by Serhii Karnatov, Oleksandr Gertsiy

“…The theoretical foundations of each method are reviewed, including the discrete cosine transform (DCT) for JPEG, the discrete wavelet transform (DWT) for JPEG2000, and the iterated function system (IFS) for FIC. The performance of the algorithms is evaluated using a set of metrics: compression ratio (CR), peak signal-to-noise ratio (PSNR), structural similarity index (SSIM), and the learned fragment image similarity metric (LPIPS). …”
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Rapamycin for longevity: the pros, the cons, and future perspectives by Kelley M. Roark, Philip H. Iffland

“…Importantly, we will discuss the gaps in knowledge, pitfalls, and potential for the use of rapamycin to prevent aging/age-related disease and discuss the lessons learned from achieving FDA approval of evirolimus for TSC-related seizures after many years of off-label use.…”
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Ready...go: Amplitude of the FMRI signal encodes expectation of cue arrival time. by Xu Cui, Chess Stetson, P Read Montague, David M Eagleman

“…And what happens just after the starting pistol fires? Using functional magnetic resonance imaging (fMRI), we have discovered a novel correlate of temporal expectations in several brain regions, most prominently in the supplementary motor area (SMA). …”
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Quantum DeepONet: Neural operators accelerated by quantum computing by Pengpeng Xiao, Muqing Zheng, Anran Jiao, Xiu Yang, Lu Lu

“…Recent advancements in neural operators, such as deep operator network (DeepONet), which learn mappings between infinite-dimensional function spaces, promise efficient computation of PDE solutions for a new condition in a single forward pass. …”
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Teoria działań komunikacyjnych o podstawach metapragmatycznych by Celina Heliasz-Nowosielska

“… THEORY OF COMMUNICATION ACTIVITIES BASED ON METAPRAGMATICS: A PERCEPTUAL MODEL The article presents a theory of communication activities based on metapragmatic research aimed at discovering what can be learned about language and communication from the statements of language users themselves, that is by using the reflective function of natural language (Caffi 1994; Lucy 1993; Kádár, Haugh 2013; Culpeper, Haugh 2014; Haugh 2018; Verschueren 2021). …”
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Decomposed Linear Dynamical Systems (dLDS) models reveal instantaneous, context-dependent dynamic connectivity in C. elegans by Eva Yezerets, Noga Mudrik, Adam S. Charles

“…Furthermore, modulatory effects can change the relationship between neurons as a function of behavioral or other conditions, meaning that the changes in activity (the derivative) may be as important as the activity itself. …”
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Real-time Detection and Tracking for Operating Vehicles in Complex Mining Environments by KANG Gaoqiang, LIN Jun, LIU Shiwang, YUE Wei, XIONG Qunfang, TONG Hao

“…The model uses DIoU as loss function, uses <italic>K</italic>-means clustering to regress the size of candidate frame, and learns image features through the lightweight backbone network. …”
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Political Education in University of Economics: Challenges and Prospects by A. P. Koshkin, V. A. Zhidkih, A. V. Novikov

“…They underline that introduction of new education technologies could provide an opportunity for graduates politologists and sociologists to learn how to function rationally in political and economic sphere.…”
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