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Younghyun Koo

Lehigh University

621 Taylor Street

Bethlehem, PA 18015

United States

SCHOLARLY PAPERS

3

DOWNLOADS

128

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Prediction of Sea Ice Velocity and Concentration in the Arctic Ocean Using Physics-Informed Machine Learning

Number of pages: 43 Posted: 16 Aug 2024
Younghyun Koo and Maryam Rahnemoonfar
Lehigh University and Lehigh University
Downloads 64 (951,658)

Abstract:

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Arctic Ocean, Convolutional Neural Network (CNN), Hierarchical Information-sharing U-net (HIS-Unet), Physics loss function, Activation function

2.

Separation of Drifting Landfast Ice from Pack Ice Based on the Icesat-2 Atl10 Sea Ice Freeboard Data

Number of pages: 41 Posted: 25 Aug 2024
Lehigh University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 62 (951,658)

Abstract:

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Southern Ocean, Freeboard profiles, Weddell Sea, Pressure ridges, Surface roughness, Sea ice deformation

3.

Characterization of Antarctic iceberg distributions using ICESat-2

Number of pages: 47 Posted: 17 Jun 2026
Lehigh University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 2

Abstract:

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Southern Ocean, freeboard, tabular icebergs, dome-shaped icebergs, freshwater, laser altimetry