Robustness of machine learning predictions for Fe-Co-Ni alloys prepared by various synthesis methods by Shakti P. Padhy, Soumya R. Mishra, Li Ping Tan, Karl P. Davidson, Xuesong Xu, Varun Chaudhary, R.V. Ramanujan

“…In this study, we assess Fe-Co-Ni alloy compositions identified in our previous work through a machine learning (ML) framework, which used both multi-property ML models and multi-objective Bayesian optimization to design compositions with predicted high values of saturation magnetization, Curie temperature, and Vickers hardness. …”
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AOPxSVM: A Support Vector Machine for Identifying Antioxidant Peptides Using a Block Substitution Matrix and Amino Acid Composition, Transformation, and Distribution Embeddings by Rujun Li, Haotian Wang, Qiunan Yu, Jing Cai, Liangzhen Jiang, Ximei Luo, Quan Zou, Zhibin Lv

“…Traditional experimental methods for identifying antioxidant peptides are time consuming and costly, so effective machine learning models are increasingly being valued by researchers. …”
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Removal of Phosphate from the Aqueous Environment Using Iron Oxide/Activated Carbon Composites: Activated Carbon Derived from Ziziphus Nuts as a New Precursor by Behnam mousazadeh, Nima mohammadi, Touba hamoule

“…The iron oxide/activated carbon composite (IOAC) was characterized using XRD, EDX, SEM, and BET methods. …”
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Modelling Gas Transport in Multiphasic Materials: Application to Semicrystalline Membranes by Lorenzo Merlonghi, Marco Giacinti Baschetti, Maria Grazia De Angelis

“…The description of gas permeation across heterogeneous materials has been studied with many methods, mainly focusing on composites with high aspect ratios and low filler volume fractions. …”
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Design of a Morphing Aircraft Based on Model Predictive Control by Wei Ren, Yingjie Wei, Cong Wang

“…Considering the existence of composite disturbances during the morphing process, a robust model predictive control (RMPC) strategy is proposed, using set containment as the performance index. …”
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Mapping expanded prostate cancer index composite to EQ5D utilities to inform economic evaluations in prostate cancer: Secondary analysis of NRG/RTOG 0415. by Rahul Khairnar, Stephanie L Pugh, Howard M Sandler, W Robert Lee, Ester Villalonga Olives, C Daniel Mullins, Francis B Palumbo, Deborah W Bruner, Fadia T Shaya, Soren M Bentzen, Amit B Shah, Shawn C Malone, Jeff M Michalski, Ian S Dayes, Samantha A Seaward, Michele Albert, Adam D Currey, Thomas M Pisansky, Yuhchyau Chen, Eric M Horwitz, Albert S DeNittis, Felix Y Feng, Mark V Mishra

“…Mean observed EQ5D utility was 0.90±0.13 (range: 0.28-1) with 55% of patients in full health. OLS models outperformed their counterpart Tobit and two-part models for all pre-determined model specifications. …”
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Establishment of a patient-derived 3D in vitro meningioma model in xeno-free hydrogel for clinical applications by Mikkel Schou Andersen, Aaraby Yoheswaran Nielsen, Martin Wirenfeldt, Jeanette Krogh Petersen, Morten Winkler Møller, Christopher L. Powell, Anavaleria Castro, Grayson Herrgott, Tiit Mathiesen, Charlotte Aaberg Poulsen, Birgitte Brinkmann Olsen, Henning Bünsow Boldt, Christian Bonde Pedersen, Bo Halle, Frantz Rom Poulsen

“…Three-dimensional (3D) models offer an alternative through more precise mimicking of tumor morphology and physiology than 2D models and are less costly than in vivo methods. …”
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Effect of vitamin D supplementation on body composition, lipid profile, and glycemic indices in patients with obesity-associated metabolic syndrome: a systematic review and meta-an... by Lili Ge, Shi Gao, Najaf Kia, Yanzhong Wang, Liqun Hua

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Association of lipid composition with diabetic foot ulcer size and depth: a cross-sectional study on plant versus animal oils, cholesterol, and omega fatty acids by Faezeh Geravand, Ensieh Nasli-Esfahani, Mohsen Montazer, Moharam Jalalzadeh, Leila Azadbakht

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Composition of peripheral blood immune cell compartment in stage 5 chronic kidney disease is affected by smoking and other risk factors associated with systemic inflammatory respon... by Ivan Zahradka, Filip Tichanek, Lucia Majercikova, Jana Duskova, Mathias Streitz, Stephan Schlickeiser, Stephan Schlickeiser, Klara Osickova, Vojtech Petr, Petra Hruba, Petra Reinke, Ondrej Viklicky, Ondrej Viklicky

“…The impact of selected clinical factors on immune cell composition was initially evaluated using a robust multivariate method (PERMANOVA). …”
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Association of composite dietary antioxidant index and endometriosis risk in reproductive—age women: a cross-sectional study using big data-machine learning approach by Wenxin Chen, Kui Xiao, Chenyu Zhou, Jiajia Cheng, Zixuan Zeng, Fang Zhang

“…However, the precise connection between the composite dietary antioxidant index (CDAI)—a key measure of dietary antioxidants—and EM risk remains unclear. …”
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Susceptibility Factor TNF-α Synergizes with Polygonum multiflorum to Drive Idiosyncratic Liver Injury in Mice by Disrupting Gut Microbiota Composition and Hepatic Metabol... by Aimaier D, Bai W, Zhang Y, Li X, Ma C, Gu J, Zhang L

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The triglyceride-glucose index mediates associations between dietary inflammation index/Composite Dietary Antioxidant Index and cardiovascular disease incidence: insights from NHAN... by Han Gao, Bo Yan, Fangyuan Cheng, Shishuang Zhang, Pan Liao, Dai Li, Lin Zhang, Fanglian Chen, Ping Lei

“…Methods: Data from NHANES (2009–2014) were utilized in this retrospective cross-sectional research. …”
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Battery Housing for Electric Vehicles, a Durability Assessment Review by Moises Jimenez-Martinez, José Luis Valencia-Sánchez, Sergio G. Torres-Cedillo, Jacinto Cortés-Pérez

“…These models, which include performance degradation, progressive damage, and S–N curve models, are essential for ensuring the reliability of composite materials. …”
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Metagenomics reveals unique gut mycobiome biomarkers in major depressive disorder - a non-invasive method by Xuan Wang, Di Cao, Wei Chen, Jiaxin Sun, Huimin Hu

“…A significant proportion of previous research has concentrated on the study of gut bacterial communities, with relatively little attention paid to the link between gut mycobiome and depression.MethodsIn this research, we analyzed the composition and differences of intestinal fungal communities between major depressive disorder (MDD) and healthy controls. …”
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Design and analysis of timing silent chain system based on hybrid electric passenger vehicles by YANG Zeyu, ZHU Kaihong, XIA Chunyu, SHI Pengli

“…Based on the actual working conditions and structural composition of a hybrid electric engine, the design calculation and simulation analysis were conducted of its timing silent chain system.MethodsThe structural layout, chain length, chain plate and sprocket of the timing silent chain system were designed and calculated, and a three-dimensional model was established. …”
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Thermal Rejection Assessment: New Strategies for Early Detection by Irina Filz von Reiterdank, Irina Filz von Reiterdank, Irina Filz von Reiterdank, Irina Filz von Reiterdank, Rohil Jain, Rohil Jain, Eloi de Clermont-Tonnerre, Eloi de Clermont-Tonnerre, Eloi de Clermont-Tonnerre, Eloi de Clermont-Tonnerre, Alexandra Tchir, Alexandra Tchir, Curtis L. Cetrulo, Curtis L. Cetrulo, Alexandre G. Lellouch, Alexandre G. Lellouch, J. Henk Coert, Aebele B. Mink van der Molen, Shannon N. Tessier, Shannon N. Tessier, Korkut Uygun, Korkut Uygun

“…This approach may reduce the need for invasive biopsies, thereby improving patient comfort and reducing potential complications associated with current diagnostic methods.…”
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Nonlinear Dynamic Analysis of Annular FG Porous Sandwich Plates Reinforced by Graphene Platelets by Hojat Jafari, Mohammad Esmaiel Golmakani

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Prediction of technological properties of wheat flour by combination of UV-VIS-NIR spectroscopy and multivariate analysis methods by R. A. Platova, E. V. Zhirkova, D. A. Metlenkin, A. A. Lysenkova, Yu. T. Platov, V. A. Rassulov

“…Over the last decades, optical spectroscopy methods that do not require complex sample preparation have been widely used to identify and control the composition of food products. …”
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Hyperspectral analysis and inversion model study of water content in magnetite by Yang Bai, Xiaoxiao Xie, Jiuling Zhang, Yuna Jia, Handi Wang

“…Traditional detection methods struggle with complex ore compositions. This study developed a hyperspectral model to estimate moisture in Hebei magnetite. …”
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