FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs | Paper Citation Record

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This paper cites V ., Ford, R.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs V ., Ford, R

Reference 1

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 6

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

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This paper cites J., Kontkanen, J., Sandu, I., Acosta, M., Al Turjmam, M.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs J., Kontkanen, J., Sandu, I., Acosta, M., Al Turjmam, M

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 14

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This paper cites P., Losch, M., Cheedela, S.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs P., Losch, M., Cheedela, S

Reference 15

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.861094Z

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

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This paper cites and Kaminski, T.: Recipes for adjoint code construction, ACM Transactions on Mathematical Software, 24, 437–474, https://doi.org/10.1145/293686.293695,.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs and Kaminski, T.: Recipes for adjoint code construction, ACM Transactions on Mathematical Software, 24, 437–474, https://doi.org/10.1145/293686.293695,

Reference 19

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 21

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This paper cites and Vicentini, F.: mpi4jax: Zero-copy MPI communication of JAX arrays, Journal of Open Source Software, 6, 3419, https://doi.org/10.21105/joss.03419,.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs and Vicentini, F.: mpi4jax: Zero-copy MPI communication of JAX arrays, Journal of Open Source Software, 6, 3419, https://doi.org/10.21105/joss.03419,

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 25

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 26

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This paper cites A., Alieva, A., Wang, Q., Brenner, M.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs A., Alieva, A., Wang, Q., Brenner, M

Reference 33

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 34

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 37

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 40

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This paper cites J.: Neutral surfaces, Journal of Physical Oceanography, 17, 1950–1964, https://doi.org/10.1175/1520- 0485(1987)017<1950:NS>2.0.CO;2,.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs J.: Neutral surfaces, Journal of Physical Oceanography, 17, 1950–1964, https://doi.org/10.1175/1520- 0485(1987)017<1950:NS>2.0.CO;2,

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This paper cites L., Gärtner, J.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs L., Gärtner, J

Reference 43

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This paper cites S., Cheng, G., Churavy, V ., Gelbrecht, M., Klöwer, M., Kump, J., Morlighem, M., Williamson, S., Apte, D., Berg, P., Giordano, M., Hill, C., Loose, N., Montoison, A., Narayanan, S.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs S., Cheng, G., Churavy, V ., Gelbrecht, M., Klöwer, M., Kump, J., Morlighem, M., Williamson, S., Apte, D., Berg, P., Giordano, M., Hill, C., Loose, N., Montoison, A., Narayanan, S

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 46

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 47

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 48

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 49

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This paper cites H.: Oceanic isopycnal mixing by coordinate rotation, Journal of Physical Oceanography, 12, 1154–1158, https://doi.org/10.1175/1520-0485(1982)012<1154:OIMBCR>2.0.CO;2,.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs H.: Oceanic isopycnal mixing by coordinate rotation, Journal of Physical Oceanography, 12, 1154–1158, https://doi.org/10.1175/1520-0485(1982)012<1154:OIMBCR>2.0.CO;2,

Reference 50

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 52

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This paper cites K., Rackow, T., Lee, J., Dolores-Tesillos, E., Benedict, I., Aengenheyster, M., Aguridan, R., Arduini, G., Baker, A.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs K., Rackow, T., Lee, J., Dolores-Tesillos, E., Benedict, I., Aengenheyster, M., Aguridan, R., Arduini, G., Baker, A

Reference 53

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This paper cites V ., Koldunov, N.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs V ., Koldunov, N

Reference 54

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 55

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs L., Constantinou, N

Reference 58

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This paper cites The basic experiment, Monthly Weather Review, 91, 99– 164, https://doi.org/10.1175/1520-0493(1963)091<0099:GCEWTP>2.3.CO;2,.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs The basic experiment, Monthly Weather Review, 91, 99– 164, https://doi.org/10.1175/1520-0493(1963)091<0099:GCEWTP>2.3.CO;2,

Reference 59

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 61

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 62

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 64

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs M., Harrison, M

Reference 65

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 66

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 68

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 71

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 73

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This paper cites and Heimbach, P.: Practical global oceanic state estimation, Physica D: Nonlinear Phenomena, 230, 197–208, https://doi.org/10.1016/j.physd.2006.09.040,.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs and Heimbach, P.: Practical global oceanic state estimation, Physica D: Nonlinear Phenomena, 230, 197–208, https://doi.org/10.1016/j.physd.2006.09.040,

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This paper cites T.: Fully multidimensional flux-corrected transport algorithms for fluids, Journal of Computational Physics, 31, 335–362, https://doi.org/10.1016/0021-9991(79)90051-2,.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs T.: Fully multidimensional flux-corrected transport algorithms for fluids, Journal of Computational Physics, 31, 335–362, https://doi.org/10.1016/0021-9991(79)90051-2,

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This paper cites Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX

Reference 77

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs N., Wagner, G

Reference 1963

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 1976

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs A., Law, K

Reference 1979

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 1982

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 1987

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 1988

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FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 1990

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Observation ffbfaa4c-a3d0-4206-863c-ae45de8a4b89 · outbound

This paper cites J., Allen, M.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs J., Allen, M

Reference 1994

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.686249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c2e37c16-3211-491e-9631-016351c1cedb · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 1995

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.760396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 98316728-8ded-4713-bbb2-cdbd97874d6f · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 1997

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.900003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 32825d65-89e2-4b7a-9e27-17c7b775e4fa · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-06T00:11:22.113363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7db25b9d-a833-49d9-b6ca-0672f8e0390d · outbound

This paper cites M., Levy, M., Adcroft, A.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs M., Levy, M., Adcroft, A

Reference 2000

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:11:23.368908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 67c7a5f5-da8c-48e5-bf88-89bd079efc12 · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2001

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.503761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 575e2480-ce34-42b8-a637-413b9d622600 · outbound

This paper cites An Ocean Model Ported by a Large Language Model: Experience and Lessons from FESOM2 (Fortran to C to C++/Kokkos).

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs An Ocean Model Ported by a Large Language Model: Experience and Lessons from FESOM2 (Fortran to C to C++/Kokkos)

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-06T00:11:22.172523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d836713-4fa4-4898-8721-db480e684b0a · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2003

Resolution: unresolved; no resolver link, observed 2026-08-06T00:11:22.249798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c0b21e-405a-4139-9216-140f298d7779 · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2005

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.785587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 49583efe-8a5c-4925-8a8b-3f7b6994a07a · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2007

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.378119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f8ea2ff7-72ec-4ed1-a259-38f39bdbdbc2 · outbound

This paper cites J., Danabasoglu, G., Griffies, S.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs J., Danabasoglu, G., Griffies, S

Reference 2008

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.437948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d98a2d8c-297e-4710-8420-b03f68cd7287 · outbound

This paper cites G., McWilliams, J.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs G., McWilliams, J

Reference 2009

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.696821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6415f439-33a1-4d0d-9dcb-e8283c125bd2 · outbound

This paper cites N., Ponte, R.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs N., Ponte, R

Reference 2010

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T00:11:22.878513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 498517d6-1210-43fe-8cb7-51b00c80a67b · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-06T00:11:22.150420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1faee41-0b45-4fd0-82eb-58ec3e6b9a07 · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2014

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.403579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7ecf58fd-8fe3-4e96-bc39-99e1546b2aaa · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2015

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.917157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 22f44485-ebf5-4418-b57a-dec6272749de · outbound

This paper cites A., Buhendwa, A.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs A., Buhendwa, A

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T00:11:22.051533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b14805a6-c9f2-433d-95e2-666368f4b9ae · outbound

This paper cites B.: Julia: A fresh approach to numerical computing, SIAM Review, 59, 65–98, https://doi.org/10.1137/141000671,.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs B.: Julia: A fresh approach to numerical computing, SIAM Review, 59, 65–98, https://doi.org/10.1137/141000671,

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-06T00:11:22.047316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41759c68-665d-4924-889e-b0c56bcee99e · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2019

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.970008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0b515040-6985-4d05-b621-b8081290f894 · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2020

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.749756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d54572df-6e17-436c-81c4-b7167be992f0 · outbound

This paper cites L., Eden, C., Kristensen, M.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs L., Eden, C., Kristensen, M

Reference 2021

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.817820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b7631847-937f-45ae-a53c-106d6b79db44 · outbound

This paper cites M., Nurser, A.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs M., Nurser, A

Reference 2022

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.889292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 82c609eb-f74e-43f8-aeb3-75b4d5fb526f · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2023

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.952570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d610c228-041a-4a98-8d50-3387da33cee7 · outbound

This paper cites an unresolved cited work.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Unresolved cited work

Reference 2024

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.725468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5bea433a-5283-4cc3-b00f-8ae337bf8314 · outbound

This paper cites M., Arango, H.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs M., Arango, H

Reference 2025

Resolution: verified exact; doi, observed 2026-08-06T00:11:22.654748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers