Scalable training of neural network potentials for complex interfaces through data augmentation by In Won Yeu, Annika Stuke, Jon López-Zorrilla, James M. Stevenson, David R. Reichman, Richard A. Friesner, Alexander Urban, Nongnuch Artrith

“…We evaluated the method on hybrid density-functional theory data for ethylene carbonate (EC) molecules and their interfaces with Li metal, which are relevant for Li-metal batteries. …”
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Retrieval of Parameters for Three-Layer Media with Nonsmooth Interfaces for Subsurface Remote Sensing by Yuriy Goykhman, Mahta Moghaddam

“…The forward scattering process is formulated by using the extended boundary condition method (EBCM) and constructing reflection and transmission matrices for each interface. …”
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Optimization of mechanical and safety properties by designing interface characteristics within energetic composites by Guijun Wang, Yanqing Wu, Kun Yang, Quanzhi Xia, Fenglei Huang

“…The microscopic molecular structure model of PBX is constructed by molecular dynamics, and the interface bonding energy is calculated and transferred to the mesostructure model. …”
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Friction at the homogenous and heterogenous interfaces of penta–graphene and B2N4 by Lu Chen, Yicheng Lai, Zhiheng Ma, Hao Wang, Tengfei Cao, Junqin Shi, Feng Zhou, Weimin Liu, Xiaoli Fan

“…Two dimensional (2D) penta–graphene (PG) and B2N4 possessing the same lattice structure and excellent lubricating property were chosen to construct the homogenous and heterogenous interfaces. …”
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Investment Game Strategy for Power Access Projects under Extension of Investment Interface by Yiqiong CAO, Xuejie WANG, Xin TIAN, Keyao LIN, Zhenda HU, Huiru ZHAO

“…In order to effectively reduce the cost of power supply for users, the grid investment interface is required to extend to the user's red line. …”
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Probing atomic-scale processes at the ferrihydrite-water interface with reactive molecular dynamics by Ardalan Hayatifar, Simon Gravelle, Beatriz D. Moreno, Valerie A. Schoepfer, Matthew B. J. Lindsay

“…Using umbrella sampling, we constructed the free energy landscape of aqueous $${\text {MoO}_4}^{2-}$$ MoO 4 2 - adsorption at various concentrations and the deprotonation of the ferrihydrite surface. …”
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A systematic review of hybrid brain-computer interfaces: Taxonomy and usability perspectives. by Inchul Choi, Ilsun Rhiu, Yushin Lee, Myung Hwan Yun, Chang S Nam

“…A new Brain-Computer Interface (BCI) technique, which is called a hybrid BCI, has recently been proposed to address the limitations of conventional single BCI system. …”
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Smart Cognitive HMI With Automated Knowledge Extraction for Machine Tool by Jongsu Park, Jinho Son, Seongwoo Cho, Jumyung Um

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A Review on the Interface Structure and Control Between Graphene Nanoplatelets (GNPs) and Ti Matrix of GNPs/Ti Matrix Composites by Zongan Li, Shilong Xing, Shuo Wu, Jiabin Hou, Shaoqian Wu

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Experimental Study on Shear Mechanical Properties of Pile–Soil Interface Under Freezing Conditions by Tuo Chen, Qianqian Song, Jianzhou Wang, Zhijian Wu

“…In order to explore the rules for the variation in the adfreeze shear strength at the interface between frozen soil and a pile foundation, and their influencing factors, a measuring system was developed to estimate the freezing strength at the interface by utilizing a pile-pressing method under a cryogenic environment. …”
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A Simplistic Regression-Based Genetic Algorithm Optimization of Tool-Work Interface Temperature by Utkarsh ., Saumya KUMAR, Saaransh KUMAR, G. Uday KIRAN, Arkadeb MUKHOPADHYAY, Manik BARMAN

“…This work aims to investigate the average tool-work interface temperature for the HSS tool and AISI 1040 steel pair. …”
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Multi-Material Topology Optimization Taking into Account the Position of Material Interfaces in 3D by Robert Renz, Niklas Frank, Albert Albers

“…Multi-material design as a method of lightweight construction enables the targeted use of materials in a component by utilizing the individual material properties. …”
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Characteristics of Urban–Rural Integration at the County-Scale Interface: The Case of Linqu County, China by Guiqing Yang, Liyao Wang, Huang Huang

“…By taking Linqu County as a case study region, land use data from Landsat remote sensing datasets were collected every 5 years from 2000 to 2020 to support the analysis of changes in the urban–rural interface. Three dimensions of land mixed-use features were employed, including the area and density, edge and shape, and aggregation and dispersion of the construction land in the region. …”
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A cost‐effective method to passively sample communities at the forest canopy–aerosphere interface by Michael J. Cunningham‐Minnick, H. Patrick Roberts, Brian Kane, Joan Milam, David I. King

“…Sky bridges, towers and other permanent structures are most commonly used to sample the forest canopy–aerosphere interface, but these methods are costly, challenging to replicate, and often alter and degrade the local environment during construction. …”
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Evaluation of Dynamic Visual Perception of Riverside Interface in Mountainous Cities from the Perspective of Boating by Dan LUO, Ruhong WEI

“…Starting from interface characteristics from the perspective of boating, the overall interface and visual unit are divided into two evaluation levels. …”
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Interface Engineering Toward Surface‐Activated Catalysts for Advanced Li–CO2 Batteries by Yanze Song, Bingyi Lu, Zhiwen Min, Haotian Qu, Yingqi Liu, Rui Mao, Yanli Chen, Yuanmiao Sun, Guangmin Zhou

“…This work provides an attractive strategy to construct robust catalysts by interface engineering, which could inspire further design of superior bidirectional catalysts for Li–CO2 batteries.…”
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A novel algorithm for circumventing the need to model large supercells of mismatched material interfaces by Noam Levi Hadari, Maytal Caspary Toroker

“…Abstract A longstanding challenge in materials science has been the computational modeling of interfaces between materials with different lattice parameters. …”
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Study on Strengthening Mechanism of Epoxy Resin/Rubber Concrete Interface by Molecular Dynamics Simulation by Lijuan Li, Dajing Qin, Zhijun Xu, Yong Feng

“…Based on the macroexperiment of epoxy resin (EP) modified rubber concrete, from the nanoscale level, three interface models of Rh (natural rubber)/C-S-H, EP/C-S-H, and Rh/EP/C-S-H were constructed by molecular dynamics simulation to explore the interaction between epoxy resin and rubber cement-based interface and reveal its microreinforcement mechanism. …”
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Interface challenges in online processing: the role of crosslinguistic influence in L2 sentence comprehension by Sun Hee Park, Hyunwoo Kim

“…The integration of multiple linguistic modules – syntax, semantics and pragmatics – poses a persistent challenge for adult second language (L2) learners, as posited by the interface hypothesis (IH). This study examines how crosslinguistic influence impacts L2 learners’ acquisition and processing of Korean quotative constructions at the syntax–semantics–pragmatics interface. …”
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Electric vehicle sharing based “energy sponge” service interfacing transportation and power systems by Qianwen Li, Dongfang Zhao, Xiaopeng Li, Xin Wang

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