Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation | Paper Citation Record

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This paper cites and Praly, L.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation and Praly, L

Reference 1

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This paper cites Data assimilation: methods, algorithms, and applications.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Data assimilation: methods, algorithms, and applications

Reference 2

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Reference 3

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This paper cites G., Pearlmutter, B.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation G., Pearlmutter, B

Reference 4

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Reference 5

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This paper cites and Thomas-Agnan, C.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation and Thomas-Agnan, C

Reference 6

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This paper cites Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast

Reference 7

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This paper cites Convergence of one-parameter operator semigroups, volume 30.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Convergence of one-parameter operator semigroups, volume 30

Reference 8

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This paper cites Surrogate modeling for the climate sciences dynamics with machine learning and data assimilation.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Surrogate modeling for the climate sciences dynamics with machine learning and data assimilation

Reference 9

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This paper cites Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble

Reference 10

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Unresolved cited work

Reference 11

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This paper cites J., Leary, C., Maclaurin, D., Necula, G., Paszke, A., VanderPlas, J., Wanderman-Milne, S., and Zhang, Q.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation J., Leary, C., Maclaurin, D., Necula, G., Paszke, A., VanderPlas, J., Wanderman-Milne, S., and Zhang, Q

Reference 12

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Observation c17a0e99-40ba-4493-9248-a00ff6c057fe · outbound

This paper cites A., De Rosnay, P., Zuo, H., Bennett, A., and Dawson, A.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation A., De Rosnay, P., Zuo, H., Bennett, A., and Dawson, A

Reference 13

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Unresolved cited work

Reference 14

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Observation eaeb234b-96c7-4488-8806-4b05e1afe739 · outbound

This paper cites Fengwu: Pushing the skillful global medium-range weather forecast beyond 10 days lead.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Fengwu: Pushing the skillful global medium-range weather forecast beyond 10 days lead

Reference 15

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This paper cites T., Rubanova, Y., Bettencourt, J., and Duvenaud, D.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation T., Rubanova, Y., Bettencourt, J., and Duvenaud, D

Reference 16

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This paper cites Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review

Reference 17

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Observation cfbc1cdd-6627-4c20-b40b-dbc122811283 · outbound

This paper cites Torchda: A python package for performing data assimilation with deep learning forward and transformation functions.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Torchda: A python package for performing data assimilation with deep learning forward and transformation functions

Reference 18

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This paper cites KEEC: Koopman Embedded Equivariant Control.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation KEEC: Koopman Embedded Equivariant Control

Reference 19

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This paper cites Learning chaos in a linear way.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Learning chaos in a linear way

Reference 20

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This paper cites Artificial intelligence for weather forecasting.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Artificial intelligence for weather forecasting

Reference 21

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Reference 22

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Reference 23

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Observation 34e9dca0-6326-48b6-b73a-39c101b108ec · outbound

This paper cites L., and Siminos, E.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation L., and Siminos, E

Reference 24

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This paper cites and Boyd, S.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation and Boyd, S

Reference 25

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This paper cites A framework for four-dimensional variational data assimilation based on machine learning.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation A framework for four-dimensional variational data assimilation based on machine learning

Reference 26

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Observation 78f4cb08-7e5e-412e-a4cf-298f6179befb · outbound

This paper cites Learning variational data assimilation models and solvers.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Learning variational data assimilation models and solvers

Reference 27

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This paper cites Multimodal 4dvarnets for the reconstruction of sea surface dynamics from sst-ssh synergies.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Multimodal 4dvarnets for the reconstruction of sea surface dynamics from sst-ssh synergies

Reference 28

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This paper cites Variational data assimilation with a learned inverse observation operator.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Variational data assimilation with a learned inverse observation operator

Reference 29

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation R., and Jordan, M

Reference 30

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Kernel bayes' rule

Reference 31

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Kernel bayes' rule: Bayesian inference with positive definite kernels

Reference 32

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation and Qureshi, M

Reference 33

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation H., Kupcsik, A., and Neumann, G

Reference 34

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Unresolved cited work

Reference 35

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Y., Dimet, F.-X

Reference 36

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This paper cites A tutorial on the adjoint method for inverse problems.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation A tutorial on the adjoint method for inverse problems

Reference 37

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This paper cites Chaos meets attention: Transformers for large-scale dynamical prediction.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Chaos meets attention: Transformers for large-scale dynamical prediction

Reference 38

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation J., Hólm, E., Janisková, M., Keeley, S., Laloyaux, P., Lopez, P., Lupu, C., Radnoti, G., de Rosnay, P., Rozum, I., Vamborg, F., Villaume, S., and Thépaut, J.-N

Reference 39

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation and Richard, C

Reference 40

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This paper cites Offline reinforcement learning as one big sequence modeling problem.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Offline reinforcement learning as one big sequence modeling problem

Reference 41

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This paper cites Filtering with state-observation examples via kernel monte carlo filter.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Filtering with state-observation examples via kernel monte carlo filter

Reference 42

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This paper cites Adam: A Method for Stochastic Optimization.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Adam: A Method for Stochastic Optimization

Reference 43

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This paper cites Eigendecompositions of transfer operators in reproducing kernel hilbert spaces.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Eigendecompositions of transfer operators in reproducing kernel hilbert spaces

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.923961Z

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Observation e298e20a-9b36-43fd-a55d-259843c1b3e7 · outbound

This paper cites Learning invariant representations of time-homogeneous stochastic dynamical systems.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Learning invariant representations of time-homogeneous stochastic dynamical systems

Reference 45

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Neural operator: Learning maps between function spaces with applications to pdes

Reference 46

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This paper cites Fourcastnet: Accelerating global high-resolution weather forecasting using adaptive fourier neural operators.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Fourcastnet: Accelerating global high-resolution weather forecasting using adaptive fourier neural operators

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.912627Z

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This paper cites and Tsang, I.-H.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation and Tsang, I.-H

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.905664Z

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Observation 6363ffce-4ece-4797-b470-3ac3f9e7e6df · outbound

This paper cites GraphCast: Learning skillful medium-range global weather forecasting.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation GraphCast: Learning skillful medium-range global weather forecasting

Reference 49

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Data assimilation

Reference 50

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Observation 3d0b2abf-e357-4f76-a757-903eeee06db6 · outbound

This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Fourier Neural Operator for Parametric Partial Differential Equations

Reference 51

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This paper cites A machine learning approach to the observation operator for satellite radiance data assimilation.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation A machine learning approach to the observation operator for satellite radiance data assimilation

Reference 52

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Observation 2ad67e77-f85b-4b49-a068-6d77efe21de1 · outbound

This paper cites When is partially observable reinforcement learning not scary? In Conference on Learning Theory, pp.\ 5175--5220.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation When is partially observable reinforcement learning not scary? In Conference on Learning Theory, pp.\ 5175--5220

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.884529Z

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Observation 65e10001-b429-47b6-8be8-079575b2a295 · outbound

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:21:40.876948Z

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Observation 24ee4a43-75aa-48cc-88ed-903b1fde255c · outbound

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Unresolved cited work

Reference 55

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Observation 46d1f32f-86fb-4c83-bd16-fdd2ccea23fd · outbound

This paper cites an unresolved cited work.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Unresolved cited work

Reference 56

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This paper cites 3D-Var Data Assimilation using a Variational Autoencoder.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation 3D-Var Data Assimilation using a Variational Autoencoder

Reference 57

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This paper cites Hourly 4d-var in the met office ukv operational forecast model.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Hourly 4d-var in the met office ukv operational forecast model

Reference 58

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This paper cites Kernel mean embedding of distributions: A review and beyond.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Kernel mean embedding of distributions: A review and beyond

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.845006Z

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This paper cites and Fablet, R.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation and Fablet, R

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.835816Z

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Observation be31aa4d-8969-4271-90aa-c5bfb7ae0292 · outbound

This paper cites and Wright, S.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation and Wright, S

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.827104Z

Source-reported events for the cited work

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Observation 5a96830d-dd36-4617-b313-0e7cb26ac1c3 · outbound

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Reference 62

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Observation db561dd2-6e3d-48e1-931c-7996ffc1f523 · outbound

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:21:40.811489Z

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This paper cites A 4d-var method with flow-dependent background covariances for the shallow-water equations.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation A 4d-var method with flow-dependent background covariances for the shallow-water equations

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.803590Z

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Scikit-learn: Machine learning in python

Reference 65

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This paper cites Latent space data assimilation by using deep learning.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Latent space data assimilation by using deep learning

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.791080Z

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Observation e5263fac-49cb-4326-bc49-7c68d0d6c188 · outbound

This paper cites Weatherbench 2: A benchmark for the next generation of data-driven global weather models.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Weatherbench 2: A benchmark for the next generation of data-driven global weather models

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.782746Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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This paper cites On one-parameter groups of linear transformations.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation On one-parameter groups of linear transformations

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.774365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4409847e-0ac4-4784-a855-ddfa5e153623 · outbound

This paper cites Nonlinear systems: analysis, stability, and control, volume 10.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Nonlinear systems: analysis, stability, and control, volume 10

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.765611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b5112fe0-b594-4948-b63b-5aefe3244b97 · outbound

This paper cites and Smola, A.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation and Smola, A

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.757207Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 17444bc0-c660-4fd6-910f-c370182bdd0d · outbound

This paper cites Neural-Kernel Conditional Mean Embeddings.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Neural-Kernel Conditional Mean Embeddings

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:40.463006Z

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This paper cites Hilbert space embeddings of conditional distributions with applications to dynamical systems.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Hilbert space embeddings of conditional distributions with applications to dynamical systems

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.748945Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d9e80788-c957-44b3-b89d-6f3ba166ef6b · outbound

This paper cites Kernel embeddings of conditional distributions: A unified kernel framework for nonparametric inference in graphical models.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Kernel embeddings of conditional distributions: A unified kernel framework for nonparametric inference in graphical models

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.740459Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fd7dc99a-11f5-4342-9087-4de51d24b8cb · outbound

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:21:40.732189Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 745cd4ca-68d3-47c1-a6d2-011305673018 · outbound

This paper cites N., Kaiser, ., and Polosukhin, I.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation N., Kaiser, ., and Polosukhin, I

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:40.472822Z

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Observation 669696cd-2f4b-411a-9d56-05a21e25b08e · outbound

This paper cites Aardvark weather: end-to-end data-driven weather forecasting.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Aardvark weather: end-to-end data-driven weather forecasting

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:40.475456Z

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Unavailable: canonical work link unavailable.

Observation 204e56a4-0add-4bad-b582-4da775d5d3d0 · outbound

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Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:21:40.718958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9e17e774-65c3-4382-81b8-7b58d295947d · outbound

This paper cites an unresolved cited work.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:40.480409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 098e395f-0b8e-44bc-b011-8ed7857b448c · outbound

This paper cites Towards a self-contained data-driven global weather forecasting framework.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Towards a self-contained data-driven global weather forecasting framework

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.705785Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 723c501f-3eb6-4e3d-9505-b3ae3071bde3 · outbound

This paper cites Importance weighted kernel bayes’ rule.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Importance weighted kernel bayes’ rule

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:40.696813Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9ce6a3d2-dc8c-4391-91a5-c28a925f8de0 · outbound

This paper cites W., Arora, A., Khan, S., Hayat, M., Khan, F.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation W., Arora, A., Khan, S., Hayat, M., Khan, F

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:40.487805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e37a85c-e38f-4055-9eee-b153eb2b6b25 · outbound

This paper cites write newline.

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation write newline

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:40.490218Z

Source-reported events for the cited work

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Outbound references

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