Machine learning / Deep learning
Improve surface classification of ICESat-2 data using neural network
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Detect medium-large icebergs using image segmentation and support vector machine (SVM)
Detect medium-large icebergs using image segmentation and support vector machine (SVM)
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Detect medium-large icebergs using image segmentation and support vector machine (SVM)
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Physics-informed machine learning for sea ice prediction
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
Graph neural network emulator for calving parameterization in Helheim Glacier
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
