Digital Twins for Offshore Wind Operation and Maintenance: A Review
ABSTRACT Offshore wind has become a key focus for achieving carbon neutrality. However, offshore wind turbines face considerable operational and maintenance challenges due to harsh conditions and difficult access. Integrating digital twin technology helps support operation and maintenance activities.
Xiaomei Hu +4 more
wiley +1 more source
SMARTMed: semi-fragile dual watermarking with deep tamper detection and adversarial DNN fingerprinting for secure medical image transmission. [PDF]
Jagadeesh S, Parida AK, Kollati M.
europepmc +1 more source
Assessing Deep Learning Segmentation Models for Mapping Landslides From LiDAR‐Based Elevation Data
Abstract Robust landslide inventories are critical for characterizing landslide hazard and helping reduce societal vulnerability. For this study, LiDAR‐derived digital elevation models (DEMs), their derivatives, and a landslide inventory were used to train different deep learning segmentation models to assess the functionality of automatic segmentation
Hudson J. Koch +4 more
wiley +1 more source
Pulmonary ventilation images from planning CT images using deep learning on locally-advanced NSCLC patients. [PDF]
Katsuta Y +8 more
europepmc +1 more source
Abstract Magnetic reconnection at the dayside magnetopause is the primary pathway for transferring mass, momentum, and energy from the solar wind into the terrestrial magnetosphere. Previous studies have shown that the spatiotemporal dynamics of dayside magnetic reconnection can be inferred remotely from properties of Earth's cusps, specifically their ...
Gonzalo Cucho‐Padin +8 more
wiley +1 more source
EcoNet-Multi: optimising deep learning frameworks for robust waste detection in diverse global environments. [PDF]
Shukla AK, Dwivedi S.
europepmc +1 more source
Abstract This study develops and evaluates five deep learning models, including image‐based (CNN, SwinT) and video‐based (CNN‐LSTM, SwinT‐LSTM, Video SwinT), to forecast ≥ ${\ge} $M‐class flares within the next 24 hr using cross‐validation (CV) data sets.
Yongshang Lv +17 more
wiley +1 more source
A mask-based peak-to-average power ratio reduction scheme for affine frequency division multiplexing systems using Volterra Series-Driven PolyNet. [PDF]
Liu X +5 more
europepmc +1 more source
ABSTRACT Aim Australian estuaries provide important non‐breeding habitat near the southern end of the East Asian–Australasian Flyway, but many are affected by coastal modification, vegetation expansion and changing hydrological conditions. We examined how habitat composition, habitat configuration, regional connectivity and residual species ...
Li Wen
wiley +1 more source
An Intelligent Directionality System for Hearing Aids Incorporating Deep Neural Networks: Improving Speech Understanding While Preserving Spatial Awareness. [PDF]
Marquardt D +7 more
europepmc +1 more source

