Similarity Function for One-Shot Learning to Enhance the Flexibility of Myoelectric Interfaces by Xiang Wang, Xu Zhang, Xiang Chen, Xun Chen, Zhao Lv, Zhen Liang

“…<inline-formula> <tex-math notation="LaTeX">$\textit {Methods}$ </tex-math></inline-formula>: First, a one-shot learning model based on a Siamese neural network was constructed to assess the similarity for any given sample pair. …”
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Interface-aware molecular generative framework for protein–protein interaction modulators by Jianmin Wang, Jiashun Mao, Chunyan Li, Hongxin Xiang, Xun Wang, Shuang Wang, Zixu Wang, Yangyang Chen, Yuquan Li, Kyoung Tai No, Tao Song, Xiangxiang Zeng

“…In this work, we constructed a comprehensive dataset of PPI interfaces with active and inactive compound pairs. …”
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Ultrasonic detection of melting and debonding of interface between skin and ice layer by WANG Yuan, ZHANG Yang, WANG Yan, ZHU Chengxiang, ZHU Chunling

“…A multi-layer medium acoustic model including skin, water film, ice water transition layer, ice layer and air layer is constructed. Ultrasonic pulse waves with different center frequencies are used as excitation sources, and the echo signals of multi-layer medium interface are obtained by using the numerical calculation. …”
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Discrete element-based study of asphalt mastic − Aggregate interface properties and damage mechanisms by Zhi Li, Zhenlong Zhong, Xingyu Guo, Wenliang Wu

“…The virtual drawing test can count the fracture mesh and quantify the interface damage when the stress peaks and when the interface is destroyed. …”
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Experimental study and theoretical calculation of age-dependent shear performance of MPCC-NC interface by Chengfeng Xue, Hao Huang, Ao Chen, Zirun Li, Yateng Ma, Lanqing He

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Experimental Study on Freezing Strength of Soil-Concrete Lining Interface in Cold Regions by Zhang Fuping, Shang Jianguo, Geng Wenting, He Pengfei

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Research Progress on Adhesion Mechanism and Testing Methods of Emulsified Asphalt–Aggregate Interface by Hao-Yue Huang, Xiao Han, Sen Han, Xiao Ma, Jia Guo, Yao Huang

“…The research aims to provide theoretical support and practical references for the improvement of adhesion in the cold construction asphalt pavement technology. Research shows that in terms of the adhesion mechanism, the existing results have deeply analyzed the infiltration and demulsification adhesion process of emulsified asphalt on the surface of aggregates and clarified the key links of physical and chemical interactions, but the understanding of the microscopic interface behavior and molecular-scale mechanism is still insufficient. …”
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Quantifying the influence of soil-rock interfaces on water infiltration rate in karst landscapes by Jiaxin Liu, Ziming Deng, Liding Chen, Yong Huang, Xiaoyu Peng

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Interface Bonding Properties between Nonwater Reaction Polyurethane Polymer Materials and Concrete by Xijun Zhang, Chaojie Wang, Han Tian, Mingsheng Shi

“…Under the same condition, the bond strength was influenced by the roughness of the interface. This study provides references for the construction design and enhances polymer materials and matrix application for repairing cracks in concrete dams.…”
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Influence of Temperature on Initiation Mechanism of Partial Discharge at the Interface Defects of Cable Accessories by Weiwei LI, Ke ZHU, Yuanshi DENG, Zikang WANG, Yonglu HUANG, Kai ZHOU

“…Thus, this paper investigated the influence of temperature on the PD initiation mechanism at the interface defects of cable accessories. First, the interface unit and defects of cable accessories were designed and simulated, and the PD features of air-gap defects under different temperature were measured. …”
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Adsorption-attraction electrolyte addressing anion-deficient interface for lithium metal batteries by Pengbin Lai, Yaqi Zhang, Junhao Wang, Minghui Chen, Xinyu Li, Xiaodie Deng, Qichen Chen, Boyang Huang, Chaolun Gan, Yeguo Zou, Yu Qiao, Peng Zhang, Jinbao Zhao

“…In this work, we not only construct a favorable solvation structure but also study its evolution in both bulk and interface regions across varying temperatures. …”
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Interface Design in Bimetallic PdNi Nanowires for Boosting Alcohol Oxidation Performances by Zhen He, Huangxu Li, Lingwen Liao

“…This study not only puts forward a simple method to construct bimetallic nanostructures with desired elemental distributions and interfaces but also demonstrates the significance of interface engineering in regulating the catalytic activity of metallic nanomaterials.…”
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Tailoring Cathode–Electrolyte Interface for High-Power and Stable Lithium–Sulfur Batteries by Mengting Liu, Ling-Jiao Hu, Zhao-Kun Guan, Tian-Ling Chen, Xin-Yu Zhang, Shuai Sun, Ruoli Shi, Panpan Jing, Peng-Fei Wang

“…Highlights This review delves into the mechanism of the state-of-the-art lithium–sulfur batteries from a novel perspective of cathode–electrolyte interface. It provides extensive strategies to construct a stable cathode–electrolyte interphase layer and improve the uneven deposition of Li2S, enhancing the stability of the interface structure. …”
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Understanding Electrolytes and Interface Chemistry for Sustainable Nonaqueous Metal–CO2 Batteries by Bijiao He, Yunnian Ge, Fang Zhang, Huajun Tian, Yan Xin, Yong Lei, Yang Yang

“…Highlights This review focuses on the design principles and basic characteristics of electrolytes, as well as how to construct a stable electrode–electrolyte interface. …”
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Bernstein-Polynomials-Based Highly Accurate Methods for One-Dimensional Interface Problems by Jiankang Liu, Zhoushun Zheng, Qinwu Xu

“…A new numerical method based on Bernstein polynomials expansion is proposed for solving one-dimensional elliptic interface problems. Both Galerkin formulation and collocation formulation are constructed to determine the expansion coefficients. …”
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Robust Stability Analysis Based on LMI for Haptic Interface Systems with Uncertain Delay by Yanwen Liu, Fanwei Meng, Bowen Guan, Shuhao Zhang

“…By using the delay partitioning idea and the augmented state vector, the Lyapunov-Krasovskii functional is constructed, and then the new stability criterion based on LMI is given in the paper. …”
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Development of Machine Learning Atomistic Potential for Molecular Simulation of Hematite–Water Interfaces by Mozhdeh Shiranirad, Niall J. English

“…A novel approach for constructing a machine-learned potential energy surface (MLP) from unlabeled training data is presented. …”
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Experimental research on microstructure characteristics and mechanical performance of interfaces between concrete layers by Jiarong Shen, Jiarong Shen, Shouguang Wang, Shouguang Wang, Peng Qian, Yang Liu, Yulong Chen

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Exploring the Effect of Interface Contact States on Brush/Ring Current-Carrying Friction by Chenshi Li, Xinze Zhao, Yaru Lv, Yang Li, Wanting Li, Wei Yang

“…A carbon brush/collector ring set will have phenomena such as firing and ablation during operation, which is due to the existence of various abnormal contact modes of the brush/ring during operation, thus changing the carbon brush/collector ring interface state. To analyze the effects of different contact modes on the performance of the brush/ring, in this paper, we construct the contact modes of the air gap (loss of contact leads to the existence of a small gap between the two surfaces), direct contact (contact with abrasive particulate media), and surface porosity contact (contact when there is a large pit on the surface of the collector ring due to manufacturing quality defects and abnormal abrasion), and analyze the effects of the various states on the core parameters such as current conduction, ring surface damage, and carbon brush abrasion, which provide a basis for the active suppression of the damage.…”
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Elastic Wave Behaviour in 2-D Acoustic Interface Superlattices of an Altered Phase by Jerzy KAPELEWSKI, Bogdan LILA

“…An analytical model scheme is constructed, using a variational method combined with the T matrix approach, ap- propriate for the 2D periodic array treated, and decaying into the depth of this solid for the structure in a way determined by the array geometry and element 3D pro- files as well as the boundary conditions at the interface. …”
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