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Maryam Rahnemoonfar

Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Prediction

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Nov 06, 2024
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Graph Neural Network as Computationally Efficient Emulator of Ice-sheet and Sea-level System Model (ISSM)

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Jun 26, 2024
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Graph Neural Networks for Emulation of Finite-Element Ice Dynamics in Greenland and Antarctic Ice Sheets

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Jun 26, 2024
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Learning Spatio-Temporal Patterns of Polar Ice Layers With Physics-Informed Graph Neural Network

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Jun 21, 2024
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Physics-Informed Machine Learning On Polar Ice: A Survey

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Apr 30, 2024
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TinyVQA: Compact Multimodal Deep Neural Network for Visual Question Answering on Resource-Constrained Devices

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Apr 04, 2024
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Graph Neural Networks as Fast and High-fidelity Emulators for Finite-Element Ice Sheet Modeling

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Feb 07, 2024
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Multi-task Deep Convolutional Network to Predict Sea Ice Concentration and Drift in the Arctic Ocean

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Oct 31, 2023
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Skip-WaveNet: A Wavelet based Multi-scale Architecture to Trace Firn Layers in Radar Echograms

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Oct 30, 2023
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Prediction of Annual Snow Accumulation Using a Recurrent Graph Convolutional Approach

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Jun 22, 2023
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