Learning Mappings from Iced Airfoils to Aerodynamic Coefficients Using a Deep Operator Network
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Aerospace Engineering"
DOI: 10.1061/jaeeez.aseng-4508
Abstract: , This study abstracted the prediction of the aerodynamic coefficients of an iced airfoil as a mapping from the iced airfoil space to the aerodynamic coefficient space. Thus, a deep network called Airfoils2AeroNet that can… read more here.
Keywords: network; operator network; deep operator; iced airfoils ... See more keywords
Multi-Operator Network Sharing for Massive IoT
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Communications Magazine"
DOI: 10.1109/mcom.2019.1800272
Abstract: A recent study predicts that by 2020, up to 50 billion Internet of Things (IoT) devices will be connected to the Internet, straining the capacity of the wireless infrastructure, which has already been overloaded with… read more here.
Keywords: network sharing; operator network; iot; network ... See more keywords
Transparent Operator Network: A Fully Interpretable Network Incorporating Learnable Wavelet Operator for Intelligent Fault Diagnosis
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2024.3366993
Abstract: The advent of Industry 4.0 has heightened the demand for the interpretability of intelligent diagnostics, especially for high-risk industrial assets. However, the comprehensive interpretation of neural networks remains inadequately explored. To address this challenge and… read more here.
Keywords: operator; interpretable network; operator network; fully interpretable ... See more keywords