Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:35:48.870305Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2506.02249.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:35:48.870305Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e4eae049-3fd1-4e7f-905f-afa80637508c · outbound
Using Diffusion Models to do Data Assimilation Sanz-Alonso, and W
Reference 1
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Observation 02ff3b45-c3b7-432a-9ec8-72b71b717a9e · outbound
Using Diffusion Models to do Data Assimilation Nature, doi:https://doi.org/10.1038/s41586-025-08897-0
Reference 2
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Observation f7c94b74-05c1-4569-a4a0-81a1ac490f49 · outbound
Using Diffusion Models to do Data Assimilation D., 1982: Reverse-time diffusion equation models
Reference 3
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Observation 8a0cccea-b639-431f-95c4-8b20de7f879a · outbound
Using Diffusion Models to do Data Assimilation Monthly weather review, 129 (12), 2884--2903
Reference 4
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Observation d602ddb2-dbfd-41c8-8230-38104c35cc4e · outbound
Using Diffusion Models to do Data Assimilation Zhang, and G
Reference 5
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Observation d4ec0dab-3dca-4041-a0b5-ffc04364982b · outbound
Using Diffusion Models to do Data Assimilation Conditional Image Generation with Score-Based Diffusion Models
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Observation 0013e580-e4f8-484a-9c49-69b08175dce8 · outbound
Using Diffusion Models to do Data Assimilation Bickel, and B
Reference 7
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Using Diffusion Models to do Data Assimilation Bengtsson, and J
Reference 8
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Using Diffusion Models to do Data Assimilation Isaksen, and E
Reference 9
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Observation 7f3d4974-f8eb-4417-98aa-eae13cd66320 · outbound
Using Diffusion Models to do Data Assimilation Mourneau, and C
Reference 10
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Using Diffusion Models to do Data Assimilation Unresolved cited work
Reference 11
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Observation 7c9754db-ef23-4a04-b33c-6c360c871529 · outbound
Using Diffusion Models to do Data Assimilation Diffusion Posterior Sampling for General Noisy Inverse Problems
Reference 12
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Observation a74a8337-5e17-43ed-bccf-c748be8ea237 · outbound
Using Diffusion Models to do Data Assimilation CCDM: Continuous Conditional Diffusion Models for Image Generation
Reference 13
Source-reported events for the cited work
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Observation c95eedad-fa7c-429a-8101-fcca06ade26d · outbound
Using Diffusion Models to do Data Assimilation Journal of the American Statistical Association, 106(496), 1602--1614
Reference 14
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Observation 62aa23c7-08e8-4993-9bd3-6492724aed22 · outbound
Using Diffusion Models to do Data Assimilation Journal of Geophysical Research: Oceans, 99 (C5), 10\,143--10\,162, doi:10.1029/94JC00572
Reference 15
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Observation fbbffd2c-34b2-47cd-a2c6-00a645eca352 · outbound
Using Diffusion Models to do Data Assimilation Unresolved cited work
Reference 16
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Observation b93020de-8ae4-4569-8a38-516e81f35a8c · outbound
Using Diffusion Models to do Data Assimilation Unresolved cited work
Reference 17
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Observation 660cb051-e231-4a65-8ffc-6b1a7268dbbf · outbound
Reference 18
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Observation 095885de-85af-4a72-b40b-df24a5f8172c · outbound
Using Diffusion Models to do Data Assimilation Jain, and P
Reference 19
Source-reported events for the cited work
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Observation 16b425c6-7113-46bf-bb01-826b5f28e139 · outbound
Using Diffusion Models to do Data Assimilation Bichop, and M
Reference 20
Source-reported events for the cited work
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Observation c35b1178-51a5-4671-9d0c-5ad23c37f99a · outbound
Using Diffusion Models to do Data Assimilation Unresolved cited work
Reference 21
Source-reported events for the cited work
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Observation 474a8ce4-99cf-401e-8bd6-339e45c27783 · outbound
Using Diffusion Models to do Data Assimilation Morzfeld, 2023: How sampling errors in covariance estimates cause bias in the K alman gain and impact ensemble data assimilation
Reference 22
Source-reported events for the cited work
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Observation 58d2ea6e-73af-485c-895d-351abee92bfa · outbound
Using Diffusion Models to do Data Assimilation DiffDA: a Diffusion Model for Weather-scale Data Assimilation
Reference 23
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Observation 15ed4ded-0e2a-40b1-bf5d-921dadfbb065 · outbound
Using Diffusion Models to do Data Assimilation Cambridge University Press
Reference 24
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Observation dc7f1056-c1b5-4bc8-b9ac-e9d450de8927 · outbound
Reference 25
Source-reported events for the cited work
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Observation 98281bb4-b78d-4b04-899e-cec5589bceb5 · outbound
Using Diffusion Models to do Data Assimilation AI-based data assimilation: Learning the functional of analysis estimation
Reference 26
Source-reported events for the cited work
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Observation b5798c21-ec10-409f-bc8f-97dce7d7a3cc · outbound
Using Diffusion Models to do Data Assimilation Nature, 632, 1060--1066
Reference 27
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Observation 24d08a94-2784-4139-ba27-69abb92d7baa · outbound
Using Diffusion Models to do Data Assimilation Unresolved cited work
Reference 28
Source-reported events for the cited work
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Observation 4ec4ab96-cc51-46c3-a877-72c8f5e7bed9 · outbound
Using Diffusion Models to do Data Assimilation Science, 382 (6677), 1416--1421, doi:10.1126/science.adi2336, ://www.science.org/doi/abs/10.1126/science.adi2336, https://www.science.org/doi/pdf/10.1126/science.adi2336
Reference 29
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Unavailable: canonical work link unavailable.
Observation aface4ae-3c39-4a6a-83d7-3dd3b24a3518 · outbound
Reference 30
Source-reported events for the cited work
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Observation 582a4fd6-636d-4174-a4e0-bd68df75a083 · outbound
Using Diffusion Models to do Data Assimilation State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics
Reference 31
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Observation a7d22cce-407e-486a-9362-8a24b7819aa2 · outbound
Using Diffusion Models to do Data Assimilation Quarterly Journal of the Royal Meteorological Society, 129 (595), 3183--3203, doi:10.1256/qj.02.132
Reference 32
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Observation 5865ae2a-5753-4135-86af-1223e2f31a63 · outbound
Using Diffusion Models to do Data Assimilation Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales
Reference 33
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Observation f5498d50-ae2d-42df-b991-8fb7497a9afa · outbound
Using Diffusion Models to do Data Assimilation Commun Earth Environ, 6, doi:https://doi.org/10.1038/s43247-025-02042-5
Reference 34
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Observation 4825b129-cb68-418b-984f-3d1ffcde6004 · outbound
Using Diffusion Models to do Data Assimilation Hodyss, 2019: Gaussian approximations in filters and smoothers for data assimilation
Reference 35
Source-reported events for the cited work
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Observation fe81eef7-a4b0-41b7-affd-19ff5d26acad · outbound
Using Diffusion Models to do Data Assimilation Hodyss, 2023: A theory for why even simple covariance localization is so useful in ensemble data assimilation
Reference 36
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Observation cc6c5317-9be0-477c-b1f4-253c4f65359c · outbound
Reference 37
Source-reported events for the cited work
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Observation f8f8e842-5b86-4bf6-afa9-970827080394 · outbound
Using Diffusion Models to do Data Assimilation The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities
Reference 38
Source-reported events for the cited work
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Observation 1eaf16a1-deb4-4b9f-bd92-00790726c55d · outbound
Using Diffusion Models to do Data Assimilation Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling
Reference 39
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Unavailable: canonical work link unavailable.
Observation 02d5bb35-fbca-4c19-9a17-1e69b52b9ce5 · outbound
Using Diffusion Models to do Data Assimilation Unresolved cited work
Reference 40
Source-reported events for the cited work
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Observation 542e0bf6-be12-4759-86cb-7be086cbdf01 · outbound
Using Diffusion Models to do Data Assimilation Nature, 637, 84--90
Reference 41
Source-reported events for the cited work
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Observation 41fdacbd-ccf5-4304-a105-c8e4704c1c50 · outbound
Using Diffusion Models to do Data Assimilation Nathaniel, S
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dc0fea7-bec3-46de-aa56-c26903f9bb96 · outbound
Using Diffusion Models to do Data Assimilation Louppe, 2023: Score-based data assimilation
Reference 43
Source-reported events for the cited work
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Observation aa9eca4c-a3b3-435f-be3d-63aeeab750a7 · outbound
Using Diffusion Models to do Data Assimilation Bengtsson, P
Reference 44
Source-reported events for the cited work
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Observation f4c36650-f3af-4bc9-b4cf-93dd1032f3bd · outbound
Using Diffusion Models to do Data Assimilation Bengtsson, and M
Reference 45
Source-reported events for the cited work
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Observation 7976016a-8f96-4c4b-baa6-ae032e233fab · outbound
Reference 46
Source-reported events for the cited work
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Observation 8527fb4f-4efb-4937-b1e9-ef4564864881 · outbound
Using Diffusion Models to do Data Assimilation Courtier, 1987: Variational assimilation of meteorological observations with the adjoint vorticity equation
Reference 47
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Observation 63d18f6c-1189-4c04-b31b-989b06bdfcde · outbound
Using Diffusion Models to do Data Assimilation Anderson, C
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d27c13c2-eda3-4fc9-988e-a7f83dd91730 · outbound
Using Diffusion Models to do Data Assimilation J., 2020: A consistent interpretation of the stochastic version of the ensemble kalman filter
Reference 49
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Observation 34a9d5b5-c391-4f50-9a12-22e7da63b74f · outbound
Reference 50
Source-reported events for the cited work
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Observation c6468f21-bb2e-4160-bf8e-e11f4e315090 · outbound
Using Diffusion Models to do Data Assimilation Conditional Image Synthesis with Diffusion Models: A Survey
Reference 51
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Observation d0e7d76d-b927-41ce-8100-0d581ccddb84 · outbound
Using Diffusion Models to do Data Assimilation Zhang, and J
Reference 52
Source-reported events for the cited work
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Observation 8a437a49-07b0-4144-aff2-ee10a4e6daa3 · outbound
Using Diffusion Models to do Data Assimilation A Comprehensive Survey on Transfer Learning
Reference 53
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.