Deep learning for property prediction of natural fiber polymer composites by Ivan P. Malashin, Dmitry Martysyuk, Vladimir Nelyub, Aleksei Borodulin, Andrei Gantimurov, Vadim Tynchenko

“…A literature review was conducted to show recent advances in DL applied to this field. For example, Li et al. (2023) achieved an $$R^2>0.96$$ for predicting stiffness tensors of carbon fiber composites using a hybrid CNN–MLP model trained on microstructure images and two-point statistics. …”
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An extensive review on bibliometric analysis of carbon nanostructure reinforced composites by M.A. Shadab Siddiqui, M.A. Mowazzem Hossain, Ramisa Ferdous, M.S. Rabbi, S.M. Samin Yeasar Abid

“…Continued work refining fabrication methods fully leverages their potent multi-functional enhancement capabilities.…”
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Machine learning-assisted determination of material chemical compositions: a study case on Ni-base superalloy by Sae Dieb, Yoshiaki Toda, Keitaro Sodeyama, Masahiko Demura

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Diffusivities and atomic mobilities in fcc Ni–Mo–Nb alloys: high-throughput experiments and calculations by Meifang Tang, Huixin Liu, Xiangyang Yin, Shiyi Wen, Yong Du

“…The good consistency between the simulated composition profiles by the numerical inverse method and the measured ones is further validated, demonstrating the reliability of the present assessments. …”
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Artificial intelligence based evaluation of the tri-hybridized (WS₂+Fe₃O₄+CuS) flow subjected to the thermal performance in porous systems by Sohail Ahmad, Hessa A. Alsalmah

“…Porous materials enhance heat transfer by increasing the surface area for conduction and convection. Advanced computational and neural network techniques, including a radial basis function (RBF) neural network and successive over-relaxation (SOR) methods, are employed to model and simulate the system's thermal and hydrodynamic performance. …”
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Antimicrobial and cytotoxic evaluation of some herbal essential oils in comparison with common antibiotics in bioassay condition by Shahin Gavanji, Elmira Mohammadi, Behrouz Larki, Azizollah Bakhtari

“…Methods: The antibacterial activity of Artemisia kermanensis, Lavandula officinalis, and Zataria multiflora Boiss essential oils against Staphylococcus aureus (ATCC 25923), Pseudomonas aeruginosa (PTCC 1310), and Klebsiella pneumonia (PTCC 1053) was evaluated using the disk diffusion method as well as determination of the minimal inhibitory concentration and minimal bactericidal concentration. …”
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Study on characteristics, efficiency, and variations of water flooding in different stages for low permeability oil sandstone by Houjiang Fan, Xiaoqiang Liu, Gang Li, Xiang Li, Ahmed E. Radwan, Shuai Yin

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CAPACITY ANALYSIS OF WORKPIECE BENDING VIBRATIONS EFFECT ON SELF-EXCITATION UNDER DEEP-HOLE DRILLING OF LOW-RIGID PARTS MADE OF HETEROGENEOUS MATERIAL by Alexander Dmitriyevich Lukyanov, Tatyana Sergeyevna Onoyko, Pavel Pavlovich Vereshchetin

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Comparison in the Structure and Physicochemical Properties of Soybean Dregs Insoluble Dietary Fiber from Different Sources by Chenhao ZHAO, Wenhao LIU, Bo LI, Sainan WANG, Hansong YU, Wei YU

“…Compared with SPI-IDF, there were significant differences in the composition of the monosaccharides of TBP-IDF, with significantly increased glucose content (P<0.05), but the advanced structure was similar. …”
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Effects of composite soil amendments on soil hydraulic characteristics in the Mollisols of Northeast China by Sitan Wang, Zhiyuan Tian, Rui Ma, Meiyan Wang, Yanwen Zhao, Yin Liang

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Mechanical characterization, vibration, and buckling analyses of Glass & Hemp blended epoxy/MWCNT hybrid honeycomb core sandwich cylindrical shells by Banghua Xie, Xuefeng Song, Wenjun Chen, Kai Wu, Ananda Babu Arumugam, Mesfin Kebede Kassa

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Unlocking the secrets of the hair microbiome: From scalp health to therapeutic advances by Jibon Kumar Paul, Mahir Azmal, Omar Faruk Talukder, ANM Shah Newaz Been Haque, Meghla Meem, Ajit Ghosh

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Advancing perovskite photovoltaic technology through machine learning‐driven automation by Jiyun Zhang, Jianchang Wu, Vincent M. Le Corre, Jens A. Hauch, Yicheng Zhao, Christoph J. Brabec

“…Traditional trial‐and‐error methods and manual analysis are inefficient and urgently need advanced strategies. …”
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Basic surgical principles for locally advanced rectal cancer in complex therapy by Yu. A. Barsukov, Z. Z. Mamedli, O. A. Vlasov, V. A. Aliev, V. M. Kulushev, A. G. Perevoshchikov, Z. A. Dudaev, D. Kh. Khudoerov

“…Compliance with principles of surgical oncology is necessary to choose effective treatment options for locally advanced rectal cancer (LARC).Objective: to show the basic surgical principles for LARC using a new option of complex therapy.Material and Methods. …”
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Advances in the pyrolytic transformation of lignocellulosic biomass tophenol-enriched bio-oil by ZHAO Zhiyue, JIANG Zhiwei, ZENG Yongjian, YAN Kai*

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Numerical and Theoretical Study on the Settlement of Capped Piles Composite Foundation under Embankment by Ming-Quan Liu, Da Huang, Yi-Xiang Song, Duo-Feng Cen

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Sustainable high-performance materials: The role of bamboo and glass fibers in hybrid composites by Nugroho Karya Yudha, Alvin Dio Nugroho, Wahyu Erlangga, Jamasri, Bodo Fiedler, Muhammad Akhsin Muflikhun

“…Composites were fabricated using the Vacuum-Assisted Resin Infusion (VARI) method to ensure uniform resin distribution and reduced void content. …”
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Self-healing concrete: a path towards advancement of sustainable infrastructure by Km. Pooja, Nazia Tarannum

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Advancements in biomedical sensing through integrated optical endo-microscopy systems by Aditya Tandle, Vrushali M. Shitole, Shilpa Choudhary, Mahesh V. Shitole, Akhilesh Kumar Pandey

“…Moreover, approximately one in twelve adults suffer from chronic obstructive pulmonary disease (COPD) or asthma, with acute exacerbations of chronic lower respiratory diseases (CLRDs) being the leading causes of mortality and morbidity. Effective methods for detecting exacerbations and cases within populations are vital for advancing prevention research. …”
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Exploration of electrochemical energy storage potential of MWCNT scaffolds functionalized with Lu2FeMnO6 synthesized via a facile sol–gel Pechini chemical method by Vahid Rahimkhoei, Masoud Salavati-Niasari, Forat H. Alsultany, Aseel M. Aljeboree, Masood Hamadanian

“…In the past decade, numerous notable advancements in methods of energy storage have emerged, influencing research, innovation, and the potential direction for enhancing our comprehension of energy storage. …”
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