Solar flare forecasting based on a Fusion Model by YiYang Li, ShiYong Huang, SiBo Xu, ZhiGang Yuan, Kui Jiang, QiYang Xiong, RenTong Lin

“…In this study, we propose a novel solar flare forecasting model integrating Deep Residual Network (ResNet) and Support Vector Machine (SVM) for both ≥ C-class (C, M, and X classes) and ≥ M-class (M and X classes) flares. …”
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Oncogenic RIT1 mutations confer ferroptosis vulnerability in lung adenocarcinoma by Ruilan Ma, Dian Yang, Peng Wang, Ziyi Zhang, Xuehong Zhang, Jialiang Song, Han Liu, Shuyan Liu, Yingqiu Zhang, Lijuan Zou

“…Hence, our study unravels a novel aspect of RIT1 mutations in lung cancer and suggests ferroptosis induction as a potential therapeutic strategy to treat lung cancer patients carrying RIT1 mutations.…”
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Effects of stacking sequence of the layers on deformation behavior and microstructure evolution of Ti/Ni laminated metal composites by Jie Zhao, Bing Zhang, Tianli Zhao, Zhijuan Zhang, Zhiqiang Lei, Zhaolin Wang, Zengwen Zhang, Shancheng Zhan, Longjie Dang, Kuaishe Wang

“…These findings can provide novel insights and theoretical guidance for the fabrication of LMCs.…”
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Unraveling the Beneficial Role of Resveratrol in Fructose-Induced Non-Alcoholic Steatohepatitis with a Focus on the AMPK/Nrf2 Signaling Axis by Soha S. Zakaria, Safaa M. Hanafy

“…<i>Conclusions:</i> This study specifically examines resveratrol’s therapeutic effects in a high-fructose diet-induced NASH model, focusing on the AMPK/Nrf2 signaling pathway to address oxidative stress and autophagy, providing novel insights into its molecular mechanism of action. …”
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Opening Wedge High Tibial Osteotomy with Combined Use of Patient-Specific 3D-Printed Plates and Taylor Spatial Frame for the Treatment of Knee Osteoarthritis by Desheng Duan, Yang Cao, Renzeng Li, Guohui Wang, Yongfei Zhang, Kui Xiang, Yanli Hu, Yiqun Li, Peng Peng, Pan Zhang, Xianzhe Liu

“…However, shortcomings still exist in the current procedure, like unprecise creation, inability to correct knee rotation, and internal fixed failure. Here, we reported a novel procedure: patient-specific 3D-printed plates for opening wedge high tibial osteotomy (OWHTO) combined with Taylor spatial frame (TSF). …”
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Amelioration of liver fibrosis with autologous macrophages induced by IL-34-based condition by Yuichi Igarashi, Haruka Wada, Masato Muto, Ryohei Sone, Yoshinori Hasegawa, Ken-ichiro Seino

“…Abstract Background For the treatment of liver fibrosis, several novel cell therapies have been proposed. Autologous macrophage therapy has been reported as one of the promising treatments. …”
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Perinatal midwifery care demand in a tertiary hospital: A time-series analysis by Luisa C. Eggenschwiler, Giusi Moffa, Valerie Smith, Michael Simon

“…To determine care demand, we approached it in a novel way, accounting for both the number of women on each unit and each case's expected complexity. …”
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Glucocorticoid receptor gene (NR3C1) methylation, childhood maltreatment, multilevel reward responsiveness and depressive and anxiety symptoms: A neuroimaging epigenetic study by Yajing Xu, Shan Yang, Cong Cao

“…Background: Although epigenomic and environment interactions (Epigenome × Environment; Epi × E) might constitute a novel mechanism underlying reward processing, direct evidence is still scarce. …”
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Parameter Optimization for Dissimilar Aluminum Alloys Joined Using Friction Stir Additive Manufacturing: A Screening Study by Senthil Kumaran Selvaraj, Akash L. Manoj, Alan B. Mathew, Akash V. Govind, Govindaswamy Sundaramali, Utkarsh Chadha, Bhaskar Vajipeyajula, Albert E. Patterson

“…These lightweight engineering materials are hard to be joined utilising traditional fusion joining techniques, necessitating the development of alternative joining techniques. The novel friction‐stir additive manufacturing (FSAM) technique, based on the concept of friction stir welding (FSW), can be used to combine aluminum alloys additively in their solid state. …”
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Development of a fixed-order $$H_{\infty }$$ controller for a robust P&O-MPPT strategy to control poly-crystalline solar PV energy systems by Moussa Sedraoui, Mohcene Bechouat, Ramazan Ayaz, Yahya Z. Alharthi, Abdelhalim Borni, Layachi Zaghba, Salah K. ElSayed, Yayehyirad Ayalew Awoke, Sherif S. M. Ghoneim

“…Abstract This paper presents a novel approach to modeling and controlling a solar photovoltaic conversion system(SPCS) that operates under real-time weather conditions. …”
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Effect of Na2Co3 on the preparation of metallic tin from cassiterite roasted under strong reductive atmosphere by Zhang Y., Liu B., Su Z., Chen J., Li G., Jiang T.

“…The present study, using chemically pure SnO2 and SiO2, aims to determine the impact of Na2CO3 on the metallic tin preparation from cassiterite by the novel process using XRD, SEM-EDS, chemical analysis, etc. …”
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Development of Predictive Models for Progression from Diabetic Kidney Disease to End-Stage Renal Disease in Type 2 Diabetes Mellitus: A Retrospective Cohort Study by Hu H, Mu X, Zhao S, Yang M, Zhou H

“…The developed models offer improved accuracy over existing methods by incorporating renal pathology and novel inflammatory indices, making them more applicable in clinical settings.Conclusion: The predictive model proved to be effective in assessing the progression of DKD to ESRD. …”
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Friction Properties of Alumina–Silicon Carbide–Silver–Graphene Nanoplatelet Self-Lubricating Composite Prepared by SPS Technique by Viktor Puchý, Jana Andrejovská, Richard Sedlák, Róbert Džunda, František Kromka, Ivan Petryshynets, Mária Podobová, Ladislav Falat

“…The findings of this study propose a novel material design approach for developing self-lubricating ceramic composites with hybrid solid lubricants.…”
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Electrospun gelatin/chitosan nanofibers containing curcumin for multifunctional food packaging by Mengxia Duan, Jishuai Sun, Yequn Huang, Haixin Jiang, Yaqin Hu, Jie Pang, Chunhua Wu

“…Recently, food grade nanofiber-based materials have received growing attentions in food packaging. In this work, novel active and intelligent packaging nanofibers based on gelatin/ chitosan with curcumin (GA/CS/CUR) were developed via electrospinning technique. …”
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Closing the Stellar Labels Gap: Stellar Label independent Evidence for [α/M] Information in Gaia BP/RP Spectra by Alexander Laroche, Joshua S. Speagle

“…To close the stellar labels gap, we present a stellar label independent model for Gaia BP/RP spectra. We develop a novel implementation of a variational auto-encoder, which learns to generate an XP spectrum and accompanying scatter without relying on stellar labels. …”
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Genetic variations suggests that Takifugu rubripes, T. chinensis, and T. pseudommus are the same species with a shared gene pool by Ji Young Lee, Kun Hee Kim, Hyuk Je Lee, Sun-Goo Hwang, Tae Sun Kang

“…Here, we provide comprehensive genetic and genomic evidence regarding their speciation and classification.MethodsWhole genome sequencing was performed on T. pseudommus, leading to the identification and development of 15 novel tandem simple sequence repeats (SSRs) from its genomic data. …”
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Machine learning-enhanced gesture recognition through impedance signal analysis by Huynh Hoang Nhut, Diep Quoc Tuan Nguyen, Dinh Minh Quan Cao, Tran Anh Tu, Dang Nguyen Chau, Phan Thien Luan, Tran Trung Nghia, Ching Congo Tak Shing

“…This paper presents a novel approach that combines Impedance Signal Spectrum Analysis (ISSA) with machine learning to improve gesture recognition precision. …”
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Bibliometrics of the current state of application of teletechnology in the rehabilitation of patients with heart and large blood vessel disease by Sican Wang, Ping Yu, Xuemei Zhou, Yuan Yuan, Jian Chen, Dongmei Chen, Jingyan Liang, Jingyan Liang, Li Xu

“…To bridge this gap, bibliometrics was used, a novel approach to determine the most prolific countries, institutions, journals, authors, source topics, funding agencies, and the most popular category of remote technologies and solutions for disease rehabilitation. …”
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Forecasting insect abundance using time series embedding and machine learning by Gabriel R. Palma, Rodrigo F. Mello, Wesley A.C. Godoy, Eduardo Engel, Douglas Lau, Charles Markham, Rafael A. Moral

“…Based on Random Forests, Lasso-regularised linear regression, and LightGBM regression algorithms, we showed the feasibility of our novel approach, which yields competitive forecasts while automatically selecting insect abundances, climate time series and their lags to aid forecasting.…”
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Isolation and identification of Starmerella davenportii strain Do18 and its application in black tea beverage fermentation by Chuanhai Tu, Wenxiu Hu, Sijie Tang, Ling Meng, Zhihai Huang, Xiao Xu, Xiudong Xia, Fidelis Azi, Mingsheng Dong

“…The objective of this study was to isolate and identify a yeast strain from the kombucha beverage and evaluate in-vitro its potential as a novel starter in beverage fermentation. Starmerella davenportii Do18 was characterized for its cholesterol reduction; growth at different conditions such as temperatures (25, 30, 37 and 42 °C), low pH (1.2, 1.5, 2.0 3.0, and 7.0), bile salts (0%, 0.25%, 0.5%, 1% and 2%) high-sucrose stress (2%, 10%, 20%, 40% and 60%); and in-vitro survival in gastric and intestinal environments. …”
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