Thermodynamically consistent modeling of granular soils using physics-informed neural networks by Nazanin Irani, Mohammad Salimi, Torsten Wichtmann

“…The material dissipation rate is calculated using the total work input and a free energy potential expressed in terms of stress invariants. …”
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MLCRP: ML-Based GPU Cache Performance Modeling Featured With Reuse Profiles by Minjung Cho, Eui-Young Chung

“…In the data preparation stage, synthetic RP-based traces are generated from parameterized distributions to simulate diverse and non-stationary memory patterns. In the training stage, a regression-based ML model is trained to capture the relationship between RP features, cache configurations, and performance metrics such as miss rate and miss status holding register (MSHR) merge rate. …”
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Experimental Study on Temperature-time Characteristics of Loess under the Freeze-Thaw Cycles by Cao Xueye, Zhang Eryuan, Bai Xiaopeng, Ji Jiaqiang, Sun Jielong

“…The change pattern of the thawing curve remained consistent across various w, with only a certain extent of influence on the rate of change. …”
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Pharmacoepidemiological analysis of routine management of heart failure patients in the Russian Federation. Part I by Yu. M. Lopatin, S. V. Nedogoda, M. V. Arkhipov, A. S. Galyavich, N. A. Koziolova, N. G. Lozhkina, E. V. Reznik, A. S. Salasyuk, M. Yu. Frolov, A. I. Chesnikova, E. V. Chumachek, L. A. Shpagina

“…There was sufficient follow-up rate, but the extent examinations do not correspond to the recommended one. …”
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Efficacy of Ginkgo biloba on parameters in glaucoma: A systematic review. by Julia Prinz, Verena Prokosch, Xiaosha Wang, Yuan Feng, Peter Walter, Matthias Fuest, Filippo Migliorini

“…All clinical studies investigating the efficacy of GBE administration on the intraocular pressure (IOP), the corrected pattern standard deviation (CPSD) and the mean deviation of visual field testing, and heart rate were considered. …”
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MULTIPLE ORGAN FAILURE IN PEDIATRIC CRITICAL CARE: ADVANCES IN PATHOPHYSIOLOGY AND PROGNOSIS by EVGENIYA O. Petrova, EVGENIY V. Grigoriev

“…Multiple organ failure is a leading cause of admission to the intensive care units, characterized by a high case fatality rate and significant financial costs. Here we review the mechanisms of multiple organ failure in pediatric patients (triggers, concomitant diseases, release of danger- and pathogen-associated molecular patterns, bacterial translocation, epithelial, endothelial, or mitochondrial dysfunction, and inadequate immune response) and recent diagnostic and prognostic scales.…”
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Vesiculation dynamics – Part 2: Decompression-induced H₂O vesicle growth, onset, and progression of coalescence by P. L. Marks, M. Nowak

“…This coalescence driven pattern mimics the expected decompression rate dependence of initial VND in cases of vesicle nucleation.…”
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An Antenna Array Sidelobe Level Reduction Approach through Invasive Weed Optimization by Geng Sun, Yanheng Liu, Han Li, Shuang Liang, Aimin Wang, Boyu Li

“…Various simulations are performed to evaluate the effectiveness of the IWO algorithm for the synthesis of the beam patterns of the LAA and the CAA. The results show that IWO has a better performance in terms of the accuracy, the convergence rate, and the stability compared with other algorithms for the SLL reductions. …”
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Epidemiological characteristics of Japanese encephalitis in Guangxi Zhuang Autonomous Region from 2012 to 2023 by Jiagui CHEN, Qiuyun DENG, Jinfa DU, Rencong YANG, Shiyi CHEN, Liang LIANG, Ming GAN, Lili DENG

“…Among the cases, 107 were male (average annual incidence rate 0.036/100 000) and 61 were female (average annual incidence rate 0.022/100 000). …”
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Effectiveness and Safety of Korean Medicine in Treating Female Infertility: A Prospective Multicenter Observational Study by Jung HJ, Kim DI, Choi SJ, Park JK, Lee JM

“…Among the analyzed participants, the clinical pregnancy rate, ongoing pregnancy rate, and live birth rate were 20.8% (95% CI, 13.9– 30.0%), 70.0% (95% CI, 48.1– 85.5%), and 13.5% (95% CI, 8.1– 21.8%), respectively. …”
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DYNAMICS OF INCIDENCE WITH MYOCARDIAL INFARCTION IN THE POPULATION OF KUZBASS AND THE RUSSIAN FEDERATION FOR THE PERIOD 2011-2019 by Андрей Георгиевич Петров, Николай Владимирович Абрамов, Сергей Анатольевич Макаров, Сергей Николаевич Филимонов, Виктор Андреевич Семенихин, Наталья Степановна Черных

“…In 2014, the incidence rate decreased to 129.3 cases per 100 thousand population. …”
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Global, Regional and National Burden of Low Back Pain in Adolescents Aged 10–19 years, 1990–2021: A Systematic Analysis of the Global Burden of Disease Study 20... by Wang S, Zhang S, Li M, Chen S, Chen Y, Song Y, Zhang X

“…The estimated annual percentage change (EAPC) was calculated based on the linear regression patterns of age-standardized rates and calendar years to represent the temporal trends of age-standardized rates. …”
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Transcriptome and metabolome analysis of senescent rice (Oryza sativa L.) seeds: insights into the mechanism of germination vigor and seedling morphogenesis by Jingxin Huo, Dianfeng Zheng, Naijie Feng, Rui Zhang, Yingbin Xue, Aaqil Khan, Hang Zhou, Xuefeng Shen, Liming Zhao, Yifei Li, Xiaojun Liu, Junjie Liu, Jiayi Li, Wanqi Mei, Xiaole Du, Yanan Feng

“…The seed aging phenomenon that occurs during storage poses a significant challenge to crop production, as it can lead to reduced germination rates and impaired seed vitality. The current study explored the underlying mechanisms that enable rice seeds to maintain high germination rates and seedling vigor after long - term storage. …”
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Physical model test on the sealing mechanism and reinforcement effect of flowing water grouting for water-sand mixture inrush in the Cuihongshan iron-polymetallic mine by Baofu WU, Wanghua SUI, Guilei HAN, Longfei LIANG, Xinhai YAO, Jiaxin FENG, Xingshuo XU

“…The Z1 and Z2 stages presente a slow-fast-slow grouting rate pattern, whereas Z3 exhibited slow, uniform diffusion and filling, confirming the necessity of secondary borehole grouting. …”
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Global, regional and national burden of asthma from 1990 to 2021: a systematic analysis for the Global Burden of Disease Study 2021 by Liwen Zhang, Jilei Lin, Jing Zhang, ShuHua Yuan, Mingyu Tang, Yong Yin, Hejun Jiang, Guijun Yang, Jiande Chen, Jiajun Yuan

“…The age and sex-specific patterns indicated a higher asthma burden among females. …”
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Genomic Epidemiology of SARS-CoV-2 in Ukraine from May 2022 to March 2024 Reveals Omicron Variant Dynamics by Anna Iaruchyk, Jason Farlow, Artem Skrypnyk, Serhii Matchyshyn, Alina Kovalchuk, Iryna Demchyshyna, Mykhailo Rosada, Aron Kassahun Aregay, Jarno Habicht

“…During the study period, the national Case Fatality Rate (CFR) fluctuated between 0.46% and 1.74%, indicating a consistent yet modest rate when compared to the global average. …”
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Electrochemical growth of polyaniline films controlled with light by Ashleigh K. Wilson, Chantel Johnson, Jaycie Jenkins, Asia Jones, Natalia Noginova

“…The analysis of light-induced patterns in films exposed to laser light at different intensities and wavelengths reveals that the growth rate increases the light intensity at small intensities and then saturates with the further increase in laser light intensity. …”
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Visual Subfield Progression in Glaucoma Subtypes by Wei-Wen Su, Shian-Sen Hsieh, Shih-Tsung Cheng, Cheng-Wen Su, Wei-Chi Wu, Henry Shen-Lih Chen

“…To investigate visual field progression pattern and factors associated with progression in patients with primary open-angle glaucoma (POAG), normal-tension glaucoma (NTG), and chronic angle-closure glaucoma (CACG). …”
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Effect of breast milk olfactory experience on physiological indicators in very low birth weight infants: a randomized clinical trial by Ling Yu, Yibo Tao, Pin Jia, Liling Li, Tianchan Lv, Li Wang, Qinqin Song, Xia Huan, Chan Liu, Yalan Dou, Yan Xuan, Xiao-jing Hu

“…A narrower range of fluctuation was observed across all physiological indicators in the intervention group, indicating a more stable pattern compared to the control group. Although no significant difference was found in heart rate variability (50.35 ± 9.61 vs. 48.03 ± 10.2, t=-1.320, P = 0.187), a significant difference was noted in the average heart rate between the two groups (155.65 ± 6.80 vs. 153.58 ± 4.22, t=-2.141, P = 0.032). …”
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Machine learning and microfluidic integration for oocyte quality prediction by Hassan Saffari, Davood Fathi, Peyman Palay, Hamid Gourabi, Rouhollah Fathi

“…Additionally, oocyte diameter and the critical flow rate (Q)—defined as the minimum flow rate necessary for an oocyte to pass through the channel—were included as predictive variables. …”
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