A data-driven spatial-temporal model for prediction of tunnel deformation by Ziyi Zhang, Han Zhang, Cong Du, Mingzhao Wei, Xiaochao Wang, Jianqing Wu

“…It was found that the fitting effect is best at the crown, while the predictive performance at the side is unsatisfactory. …”
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CPAP caps are associated with restricted head growth and altered skull morphology in newborn infants by Sebastian Jacob, Sebastian Jacob, Nancy Wetzel, Nancy Wetzel, Annett Bläser, Ulrich Herbert Thome, Rudolf Georg Ascherl

“…The correlation of the altered growth pattern with neurodevelopmental outcome was negligible. …”
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Comparison of Classical Arima Forecasting Methods to the Machine Learning LSTM Method: a Case Study on DAX® 50 ESG Index by Rosinus, Manuel

“…Originality/Value: The findings suggest that while the LSTM's ability to capture nonlinear patterns offers a forecasting edge, the improvement is incremental in a highly liquid and efficient market. …”
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Evolutionary plasticity in nematode Hox gene complements and genomic loci arrangement by Joseph Kirangwa, Dominik R. Laetsch, Erna King, Lewis Stevens, Mark Blaxter, Oleksandr Holovachov, Philipp Schiffer

“…While the archetypical Hox gene cluster consists of members of nine ortholog groups (HOX1-HOX9), arrayed in close linkage in the order in which they have their anterior-posterior patterning effects, nematode Hox gene sets do not fit this model. …”
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Optimal Selection Criterion for Runoff Component Models Based on Benefit-Risk Balance by DING Xiao-ling, HU Wei-zhong, TANG Hai-hua, LUO Bin, FENG Kuai-le

“…For instance, models incorporating periodic components demonstrated superior fitting accuracy compared to those containing only trend or mutation terms, which in turn outperformed multi-year average models, while the stability of accuracy changes followed the opposite trend. …”
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Threshold of phenylacetylglutamine changes: exponential growth between age and gut microbiota in stroke patients by Yang Liu, Yang Liu, Min Chu, Delong Wang, Qian Li, Jixian Lin, Jing Zhao

“…Below this age, no significant association between age and PAGln was observed (P = 0.5394), while above 71, a significant exponential increase in PAGln levels was detected (P < 0.0001). …”
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Empirical analysis of COVID-19 confirmed cases, hospitalizations, vaccination, and international travel across Belgian provinces in 2021. by Yessika Adelwin Natalia, Geert Molenberghs, Thomas Neyens, Niel Hens, Christel Faes

“…These findings underscore the intricate interplay between public health interventions, population immunity, and mobility patterns in shaping the course of the COVID-19 pandemic.…”
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GDText-VM: an arbitrary-shaped scene text detector based on globally deformable VMamba by Yingnan Zhao, Zheng Hu, Fangqi Ding, Jielin Jiang, Xiaolong Xu

“…Unlike the original VMamba, GDText-VM integrates deformable convolutions to enhance focus on local regions and reduces reliance on cross-shaped activation patterns. Additionally, to improve the capability of GDText-VM to fit text contours in the Fourier domain, this study introduces an innovative Global Attention Shuffle Module (GASM). …”
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Spontaneous thought separates into clusters of negative, positive, and flexible thinking by Marta Migó, Jessica A. Cooper, Philip A. Kragel, Michael T. Treadway

“…These clusters were characterized by two distinct patterns of stuck negative thinking, a pattern of protective positive thinking, and a pattern of flexible mind-wandering. …”
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Remaining useful life prediction of a small sample of aero-engine based on an improved gray Markov model by Dong-hai Li, Ji-liang Tu, Hui Liu, Nai-zhi Liao

“…First, a two-stage feature engineering strategy is designed: (1) Spearman correlation analysis identifies degradation-sensitive physical parameters. (2) Principal component analysis reduces dimensionality while preserving degraded trajectory patterns. Second, a gray-Markov hybrid model is developed to capture nonlinear wear dynamics, where polynomial fitting simulates accelerated failure modes in late life. …”
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Spatial occurrence-intensity modeling of dengue incidence in southernmost provinces of Thailand. by Apiradee Lim, Lumpoo Ammatawiyanon, Haris Khurram, Phattrawan Tongkumchum, Don McNeil

“…The occurrence-intensity model gives a much better fit to the data and highlights that the gender-age patterns of occurrence and intensity are different. …”
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Unravelling metabolic cross‐feeding in a yeast–bacteria community using 13C‐based proteomics by Natalia Gabrielli, Christoniki Maga‐Nteve, Eleni Kafkia, Mandy Rettel, Jakob Loeffler, Stephan Kamrad, Athanasios Typas, Kiran Raosaheb Patil

“…While the yeast provided essential amino acids to the bacterium as expected, the data also uncovered a complex pattern of amino acid exchange. …”
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Sloppiness Consistency in Biomechanical Models and Its Inspired Dual‐Space Model Optimization by Jiabao Tang, Wenyang Liu, Yiqi Mao, Shujuan Hou

“…The proposed program offers a guide for effectively simplifying models while tightly ensuring parameter identifiability and prediction accuracy. …”
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Planning and layout of tourism and leisure facilities based on POI big data and machine learning. by Shifeng Wu, Jiangyun Wang, Yinuo Jia, Jintian Yang, Jixiu Li

“…Drawing on POI and demographic data, and considering the distribution patterns of existing tourism and leisure facilities, this research applies machine learning to quantitatively simulate the optimal siting of such amenities. …”
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Hydraulic support pressure-posture fusion analysis technology for deep complex environment working faces by GONG Shixin

“…Compared to the hydraulic supports at both ends of the working face, the hydraulic support in the middle had the smallest mining height, while the hydraulic support at the tail had the largest mining height. …”
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Association between dietary nutrient intake and sleep disorders in hypertensive patients: a cross-sectional study of NHANES, 2005–2020 by Aokai Tian, Yafang Zheng, Jing Jin, Chunyuan Huang

“…BackgroundDietary nutrient intake is critical for healthy sleep patterns, but studies in hypertensive patients are lacking. …”
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Les crises aux Etats-Unis depuis 1837 : facteurs de renouveau et de redéploiement by Jean Luc Tendil

“…This desire-generated crisis pattern seems to match the crises of the 1830s and the 1890s. …”
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Runoff Potentiality of a Watershed through SCS and Functional Data Analysis Technique by M. I. Adham, S. M. Shirazi, F. Othman, S. Rahman, Z. Yusop, Z. Ismail

“…As runoff data represents a periodic pattern in each watershed, Fourier series was introduced to fit the smooth curve of eight watersheds. …”
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Center-to-limb Variations in Solar Plage Using IRIS Observations by Pradeep Kayshap, Peter R. Young

“…The center-to-limb variations (CLV) of transition region line Gaussian fit parameters in solar plage are reported for the first time. …”
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USING OF THE MODELS IN PRACTICE-ORIENTED EDUCATION DURING LEARNING OF PEDIATRIC DENTISTRY by L.F. Kaskova, N.V. Yanko, S.Ch. Novikova, L.F. Chupryna, A.V. Artemyev

“…One Minute Preceptor model, which involves the initiative and mentoring role of the teacher, fits well for beginners, while SNAPPS model, that focused on independent work of students, for strong students. …”
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