Physics-constrained machine learning for reduced composition space chemical kinetics by Anuj Kumar, Tarek Echekki

“…By leveraging this mapping, we enforce physical constraints in the training process of the ML model for reduced composition space chemical kinetics. …”
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Microbiota composition-based donor selection affects FMT efficacy in a murine colitis model by Zhongming Dai, Wen Cheng, Huan Peng, Xiaokui Qiu, Jiawen Sun, Xiaoqiang Liu, Xianjiu Sun, Jinwei Cai, Jincui Wang, Guolong Li, Yongling Lv, Shaobo Chen, Zhongying Zhong

“…BackgroundGrowing evidence links gut microbial dysbiosis to inflammatory bowel disease (IBD) pathogenesis, establishing fecal microbiota transplantation (FMT) as a microbiota-targeted therapy; however, variable outcomes in randomized trials highlight the need to identify compositional features of donor microbiota associated with FMT efficacy.ObjectiveThis study aimed to investigate how the composition of the donor gut microbiota influences the therapeutic efficacy of FMT in IBD.MethodFecal DNA from 39 IBD patients and 42 healthy donors was analyzed via 16S rRNA sequencing. …”
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The safest point method as an efficient tool for reliability-based design optimization applied to free vibrated composite structures by Ghias Kharmanda

“…A numerical application on the composite aircraft wing under free vibrations shows the efficiency of the proposed method relative to the HM. …”
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A novel fault diagnosis method for gearbox based on RVMD and TELM with composite chaotic grey wolf optimizer by Xuebin Huang, Anfeng Xu, Hongbing Liu, Bingcheng Ye

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Simulation Analysis of Near and Remote Field Pulse Eddy Current Composite Detection Method for Single-Metal Pipeline by Xiaomin Shen, Xiaoting Guo, Zihan Wang, Mingda Song, Wenguang Hu

“…A simulation model was established, showing the feasibility of the composite probe. …”
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Effect of Improvement and Application of Composite Prefabricated Vertical Drain Method in Marine Soft Ground: A Case Study by Jianqing Jiang, Reqiang Liu

“…One of the commonly used techniques to improve marine soft ground is the drainage consolidation method by plastic board drains (PBDs). But some complex marine soft ground will cause construction inconvenience of PBDs in certain areas of these sites, thus affecting the improvement effect. …”
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Temperature Estimation Method on Optic–Electric Composite Submarine Power Cable Based on Optical Fiber Distributed Sensing by Chao Luo, Zhitao Feng, Yihua Zhu, Yuyan Liu, Yi Zhang, Ying Zhou, Muning Zhang, Lijuan Zhao

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Crashworthiness and optimization for foam-filled multi-layer composite lattice structures by Jiye Chen, Wangwang He, Hai Fang, Yong Zhuang, Zhixiong Zhang, Yufeng Zhao

“…Foam materials have been widely used to fill composite lattice structures to improve energy absorption and mechanical properties. …”
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Fluid-Structure Interaction of Vibrating Composite Piezoelectric Plates Using Exponential Shear Deformation Theory by Korosh Khorshidi, Mahdi Karimi

“…After deriving the governing equations applying Hamilton’s principle, the natural frequencies of the fluid-structure system with simply supported boundary conditions are computed using the Galerkin method. The model is compared to the available results in the literature, and consequently the effects of different variables such as depth of fluid, the width of fluid, plate thickness, and aspect ratio on natural frequencies and mode shapes are displayed.…”
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Anomaly Detection on Laminated Composite Plate Using Self-Attention Autoencoder and Gaussian Mixture Model by Olivier Munyaneza, Jung Woo Sohn

“…Composite laminates are widely used in aerospace, automotive, construction, and luxury industries, owing to their superior mechanical properties and design flexibility. …”
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The effects of dietary fat on gut microbial composition and function in a mouse model of ovarian cancer by Mariam M. AlHilli, Naseer Sangwan, Alex Myers, Surabhi Tewari, Daniel J. Lindner, Gail A. M. Cresci, Ofer Reizes

“…Stool samples were collected at the time of euthanasia and analyzed by 16SrRNA sequencing and shotgun metagenomic sequencing was performed to identify differential microbial taxonomic composition and metabolic function. Results Our findings revealed that KD and HF/LC diets significantly accelerated EOC tumor growth compared to the LF/HC diet in a xenograft model. …”
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Damage Behaviour of Quasi-Brittle Composites: Mathematical and Computational Aspects by Jiří Vala, Jiří Tomáš

“…In the present paper, an evaluation of the damage behaviour of quasi-brittle composites exposed to mechanical, thermal, and other loads is studied by means of viscoelastic and/or viscoplastic material models, applying some non-local regularisation techniques to the initiation and development of damages. …”
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Extraction of Building Construction Time Using the LandTrendr Model With Monthly Landsat Time Series Data by Tengyun Hu, Meng Zhang, Xuecao Li, Tinghai Wu, Qiwei Ma, Jianneng Xiao, Xieqin Huang, Jinchen Guo, Yangchun Li, Donglie Liu

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Water Microelement Composition Influence on the Efficiency of the Milk Powder Dissolution Process by S. N. Turovskaya, A. N. Petrov, I. A. Radaeva, E. E. Illarionovа, V. K. Semipyatniy, A. E. Ryabova

“…Analysis of scientific and technical material in this area showed, that a number of scientists proposed various descriptions not only of individual stages, but also of the dissolution process as a whole, and its determining factors were identified, mathematical models were built, making it possible to determine critical areas depending on from the properties of the raw materials and the process, data were obtained on the parameters of the system during the dissolution of dry dairy products.In the article presents the sanitary and hygienic, physicochemical and organoleptic require-ments for drinking water by Russian legislation, international organizations and national standards of a number of countries.Presented a review of widely used and promising water treatment methods.Analyzed data, describing the effect of the microelement water composition on the efficiency of milk powder dissolving process. …”
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Optimization of Medium Composition for Streptomyces sp. PB2 Chitinase Production using Response Surface Methodology by Anandita Perwita Kurniawan, Indun Dewi Puspita, Amir Husni

“…Optimization of the medium composition was conducted using the Plackett-Burman design to determine the critical components in the colloidal chitin broth medium and continued by Box-Behnken model to optimize the concentration of the medium components. …”
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Mechanics Analysis of 3D Braided Composites Under Complex Loadings by JIANG Li-li, XU Mei-ling, WANG Xing-dong, ZHAI Jun-jun

“…The mechanical analysis model of 3D four-directional braided composite under complex loadings were developed based on the helix geometry model and finite multiphase element method. …”
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STABILITY ANALYSIS AND REPAIR OF STIFFENED COMPOSITE WALL SLAB WITH A DELAMINATONG AT THE STRINGER INTERFACE by ZHAO Jie, LU Hua, WANG MingChun

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Numerical simulation of multistable flower-shaped composite laminates with axisymmetric layups by Padmapooja Jambulingam, Dan Wang, Hortense Le Ferrand

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Modeling of changes in particle size distribution of solids in multistage separation systems by Lagereva E.A.

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Strengthening of Deficient Steel Sections using CFRP Composite under Combined Loading by Amir Hamzeh Keykha

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