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1

Variational inference of ice shelf rheology with physics-informed machine learning

by Bryan Riel, Brent Minchew
Published in Journal of Glaciology (2023)
“... and sea-level forecasts. Here, we present a physics-informed machine learning framework for inferring...”

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2

Variational inference of ice shelf rheology with physics-informed machine learning

by Riel, Bryan, Minchew, Brent
Published in Journal of Glaciology (2023)
“... and sea-level forecasts. Here, we present a physics-informed machine learning framework for inferring...”

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3

Circulation of the Weddell Gyre Inferred from Long-term Observations

by Reeve, Krissy, Kanzow, Torsten, Rohardt, Gerd, Boebel, Olaf, Strass, Volker, Gerdes, Rüdiger
Published 2018

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Conference Object
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4

Inferring the viscous and elastic properties of a suture zone in Larsen C

by O'Leary, Martin, Kulessa, Bernd, Booth, Adam D., Holland, Paul, Jansen, Daniela, King, Edward C., Luckman, Adrian J., McGrath, Daniel, Zwinger, T.
Published 2016

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5

Inferring ocean melting of Antarctic ice shelves from their radar stratigraphy

by Drews, Reinhard, Schannwell, Clemens, Ehlers, Todd, Lieb, Manuela, Martin, Carlos, Eisen, Olaf, Berger, Sophie, Pattyn, Frank
Published 2018
“... balance is either inferred from mass conservation or measured using phase-sensitive radars. The former has...”

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6

Seasonal changes in glacial polynya activity inferred from Weddell Sea varves

by Sprenk, D., Weber, M. E., Kuhn, G., Wennrich, V., Hartmann, T., Seelos, K.
Published 2014

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7

Seasonal changes in glacial polynya activity inferred from Weddell Sea varves

by Sprenk, D., Weber, M. E., Kuhn, G., Wennrich, V., Hartmann, T., Seelos, K.
Published in Climate of the Past (2018)

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8

Seasonal changes in glacial polynya activity inferred from Weddell Sea varves

by D. Sprenk, M. E. Weber, G. Kuhn, V. Wennrich, T. Hartmann, K. Seelos
Published in Climate of the Past (2014)

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9

Seasonal changes in glacial polynya activity inferred from Weddell Sea varves

by Sprenk, D., Weber, M. E., Kuhn, G., Wennrich, V., Hartmann, T., Seelos, K.
Published in Climate of the Past (2014)

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10

Seasonal changes in glacial polynya activity inferred from Weddell Sea varves

by D. Sprenk, M. E. Weber, G. Kuhn, V. Wennrich, T. Hartmann, K. Seelos
Published in Climate of the Past (2014)

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11

Seasonal changes in glacial polynya activity inferred from Weddell Sea varves

by Sprenk, D., Weber, M. E., Kuhn, G., Wennrich, V., Hartmann, T., Seelos, K.
Published in Climate of the Past (2018)

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12

Seasonal changes in glacial polynya activity inferred from Weddell Sea varves

by Sprenk, D., Weber, M. E., Kuhn, G., Wennrich, V., Hartmann, T., Seelos, K.
Published in Climate of the Past (2014)

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13

Ice sheet properties inferred by combining numerical modeling and remote sensing data

by Morlighem, Mathieu
Published 2011
“... and must be inferred from remote sensing observations. Inversions are developed here for three ice flow...”

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14

Ice sheet properties inferred by combining numerical modeling and remote sensing data

by Morlighem, Mathieu
Published 2011
“... and must be inferred from remote sensing observations. Inversions are developed here for three ice flow...”

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15

Changes of Wilkins Ice Shelf over the past 15 years and inferences on its stability

by M. Braun, A. Humbert, A. Moll
Published 2009

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16

Changes of Wilkins Ice Shelf over the past 15 years and inferences on its stability

by Braun, M., Humbert, A., Moll, A.
Published in The Cryosphere (2009)

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17

Changes of Wilkins Ice Shelf over the past 15 years and inferences on its stability

by Braun, M., Humbert, A., Moll, A.
Published in The Cryosphere (2018)

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18

Changes of Wilkins Ice Shelf over the past 15 years and inferences on its stability

by M. Braun, A. Humbert, A. Moll
Published 2009

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19

Reconstructing hydrographic change in Petersen Bay, Ellesmere Island, inferred from SAR imagery

by White, A., Mueller, D.R., Copland, L.
Published in Remote Sensing of Environment (2015)

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20

Changes of Wilkins Ice Shelf over the past 15 years and inferences on its stability

by Braun, M., Humbert, A., Moll, A.
Published 2008

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