AisNet: A Universal Interatomic Potential Neural Network with Encoded Local Environment Features
Sign Up to like & getrecommendations! Published in 2023 at "Journal of chemical information and modeling"
DOI: 10.1021/acs.jcim.3c00077
Abstract: This paper proposes a new interatomic potential energy neural network, AisNet, which can efficiently predict atomic energies and forces covering different molecular and crystalline materials by encoding universal local environment features, such as elements and… read more here.
Keywords: neural network; local environment; environment features; aisnet ... See more keywords
Correlation analysis between urban environment features and crime occurrence based on explainable artificial intelligence techniques
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Asian Architecture and Building Engineering"
DOI: 10.1080/13467581.2024.2421260
Abstract: ABSTRACT Crime and urban environments are considered to be closely related. However, there exists no clear understanding of this phenomenon. Therefore, this study analyzes the relationship between various urban environmental variables and crime occurrences and… read more here.
Keywords: environment features; features crime; crime; analysis urban ... See more keywords
Environment Features-Based Model for Path Loss Prediction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2022.3192516
Abstract: Conventionally statistical path loss models are high-dimensional data-based without utilizing specific environment features. In this letter, a novel environment features-based model (EFBM) for path loss prediction is presented. We connect the propagation environment and channel… read more here.
Keywords: environment; environment features; based model; path loss ... See more keywords
Spatial distribution of roadway environment features related to child pedestrian safety by census tract income in Toronto, Canada
Sign Up to like & getrecommendations! Published in 2019 at "Injury Prevention"
DOI: 10.1136/injuryprev-2018-043125
Abstract: Background Investments in traffic calming infrastructure and other street design features can enhance pedestrian safety as well as contribute to the ‘walkability’ of neighbourhoods. Pedestrian–motor vehicle collisions (PMVCs) in urban areas, however, remain common and… read more here.
Keywords: roadway environment; environment features; safety; census tract ... See more keywords