Review and application prospect of natural gas pipeline network system resilience research by Zhaoming YANG, Qi XIANG, Huai SU, Jinjun ZHANG

“…Additionally, the research progress and existing issues in the determination of NGPNS resilience indicators, modeling and solution methods were summarized and analyzed, and the optimization and improving methods of NGPNS resilience were discussed. …”
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A pre-trained deep potential model for sulfide solid electrolytes with broad coverage and high accuracy by Ruoyu Wang, Mingyu Guo, Yuxiang Gao, Xiaoxu Wang, Yuzhi Zhang, Bin Deng, Mengchao Shi, Linfeng Zhang, Zhicheng Zhong

“…Chemical doping has been the most effective strategy for improving ion condictiviy, and atomistic simulation with machine-learning potentials helps optimize doping by predicting ion conductivity for various composition. …”
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Analysis of the correspondence of the structural elements of AGU 75 variety harvest with the parameters of the winter oat idiotype model by M. V. Kuzenko

“…Based on the comparative analysis of economically useful traits of AGU 75 variety, the degree of their compliance with the previously developed optimal parameters of the wintering oat model variant was revealed. …”
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Hotspots and super-spreaders: Modelling fine-scale malaria parasite transmission using mosquito flight behaviour. by Luigi Sedda, Robert S McCann, Alinune N Kabaghe, Steven Gowelo, Monicah M Mburu, Tinashe A Tizifa, Michael G Chipeta, Henk van den Berg, Willem Takken, Michèle van Vugt, Kamija S Phiri, Russell Cain, Julie-Anne A Tangena, Christopher M Jones

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The Performance of Bio-Integrative Mineral-Fiber Reinforced Screws in a Load Bearing Osteotomy Model in Sheep by Cesar de Cesar Netto MD, PhD, Abraham Nyska DVM, Serge Rousselle DVM

“…Conclusion: Large animal models are considered benchmarks for the long-term effects of orthopedic implants due to their similarity to humans with respect to bone composition, dimensions, physiology, biomechanics, and remodeling. …”
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Fabrication of a 3D Corneal Model Using Collagen Bioink and Human Corneal Stromal Cells by Alexander J. Choi, Brenna S. Hefley, Hannah A. Strobel, Sarah M. Moss, James B. Hoying, Sarah E. Nicholas, Shadi Moshayedi, Jayoung Kim, Dimitrios Karamichos

“…Further research is necessary to optimize the bioink composition and evaluate the functional and biomechanical properties of these bioengineered corneas.…”
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Modeling the Impact of Ecological Restoration on Waterbird Diversity and Habitat Quality in Myanmar’s Moe Yun Gyi Wetland by Phyoe Marnn, Haider Ali, Haibo Jiang, Yang Liu, Ziqi Li, Sarfraz Ahmed, Tao Yang, Ziwei Li, Chunguang He

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OncoPSM: an interactive tool for cost-effectiveness analysis using partitioned survival models in oncology trial by Xulong Qiu, Xulong Qiu, Jidi Chen, Jidi Chen, Muting Wang, Kaixin Zheng, Ruixiong Li

“…Hazard Ratios (HR) from reconstructed IPD data (PFS: 0.504 [0.4–0.63], OS: 0.731 [0.57–0.93]) were consistent with the original paper (PFS: 0.49 [0.39–0.61], OS: 0.73 [0.57–0.93]). The Log-logistic model provided the optimal fit for both PFS and OS curves according to the Akaike Information Criterion (AIC). …”
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Buckling analysis of axially functionally graded carbon nanotubes-reinforced columns using the meshless method by Hanie Elahihamezanlui, Majid Kazemi, Mohammad Hosein Ghadiri Rad

“…Four types of volume fraction exponent functions are considered for modeling the FG variation of the CNT volume fraction to examine the effect of CNTs distribution on the buckling capacity of the column and determine the most optimal distribution of CNTs. …”
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Study on the Effect of Recycled Brass-Filled Epoxy Mould Inserts for Rapid Tooling by Norhafisha Binti Syed Mohd, Shayfull Zamree Abd Rahim, Mohd Hazwan Mohd Hanid, Allan Rennie, Abdellah El-hadj Abdellah, Nor Atikah Binti Zakaria

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Design of ZnO–VSe2 nanocomposite for high performance asymmetric supercapacitors by Danish Arif, Rajwali Khan, Atta Ullah Shah, Kashif Safeen, Khalid M. Alotaibi, Hayat Ullah, Muhammad Zia Ullah Shah, Wubshet Mekonnen Girma, Akif Safeen

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Using New York City’s Geographic Data in an Innovative Application of Generative Adversarial Networks (GANs) to Produce Cooling Comparisons of Urban Design by Yuanyuan Li, Lina Zhao, Hao Zheng, Xiaozhou Yang

“…This study employs a combination of qualitative and quantitative metrics to evaluate the performance of different model stages, selecting the most accurate model as the final experimental framework. …”
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Prediction Model of the Key Components for Lodging Resistance in Rapeseed Stalk Using Near-Infrared Reflectance Spectroscopy (NIRS) by Jie Kuai, Shengyong Xu, Cheng Guo, Kun Lu, Yaoze Feng, Guangsheng Zhou

“…To improve the accuracy of the model and reduce the computing time, some optimization methods have been applied. …”
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Amalgamation and Optimization of FAEE Biodiesel Fuel from Croton macrostachyus hochst. ex Delile Seed oil Utilizing Solid Calcium Oxide-Chicken Eggshell Squander as a Heterogeneous... by Yigrem Solomon, Ermias Girma, Ancha Venkata Ramayya

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Source Tracing of Raw Material Components in Wood Vinegar Distillation Process Based on Machine Learning and Aspen Simulation by Siqi Liao, Wanting Sun, Haoran Zheng, Qiyang Xu

“…In this study, we explore the application of advanced machine learning models in optimizing the dual-column distillation process for wood vinegar production, such as Random Forest algorithms. …”
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Parametric Updating of Steel Strand Stay Cable Force Calculation Model Based on Response Surface Method by Shizhan Xu, Yinggang Ma, Hao Zhang

“…This method selects the central composite design in the response surface method. In the fine-fitting model affected by the cross-term and high-order terms between parameters, the value of the parameter to be corrected is optimized according to the measured data. …”
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Establishing strength prediction models for low-carbon rubberized cementitious mortar using advanced AI tools by Fu Limei, Xu Feng

“…Rubberized cementitious composites have emerged as a sustainable alternative in the construction sector by promoting circular economy principles. …”
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Fixed Depth Control Strategy for Remotely Operated Vehicle Based on Improved Model Predictive Control Algorithm by Shuo YANG, Honghui WANG, Xinyu LIU, Xin FANG, Guanghao LI, Guijie LIU

“…To address the issue of poor depth control stability in remotely operated vehicles(ROVs) with cables due to external disturbances in complex marine environments, a composite control strategy based on an improved model predictive control(MPC) was proposed. …”
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Design and Modeling of New UWB Metamaterial Planar Cavity Antennas with Shrinking of the Physical Size for Modern Transceivers by Mohammad Alibakhshi Kenari

“…This report describes the theory of MTMs and its utilization for antenna's techniques. The design and modeling of two MTM structures with ε-μ constitutive parameters for patch antennas are presented. …”
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Study of Natural Dyes’ Liposomal Encapsulation in Food Dispersion Model Systems via High-Pressure Homogenization by Lubomír Lapčík, Barbora Lapčíková, Tomáš Valenta, Martin Vašina, Pavlína Dudová, Miroslav Fišera

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