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Paper Citation Record · LEDGER

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation

As of 11 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 2 inbound Pith citation observations for arXiv:2501.16642.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.16642 v2

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:58:06.890944Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T13:29:26.226630Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-21T13:30:11.840376Z

Reference resolution

73 of 73 outbound references displayed

  • verified exact8
  • verified fuzzy30
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e0dbda2-5400-416f-80e2-3379e67d8f50 · outbound

This paper cites Building Normalizing Flows with Stochastic Interpolants.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Building Normalizing Flows with Stochastic Interpolants

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.517472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.517472Z digest=sha256:4494eba7f0b715f1d9c0060357b203c5fd9270a34e6114a099f6ac24477303f0

Observation 85aba604-9177-488b-bbbc-8167056dda72 · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.523154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.523154Z digest=sha256:3cfca639e190cf54b32bf734c0a854846d3ae8ab073ddfeb762e4ba96203a740

Observation acc8660f-2c14-4605-8849-749e91ccce3e · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.492531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.528359Z digest=sha256:9a1da437e28dd5419f97bda1138851cacd2a809ea2c1ad32652f1216f6745aa1

Observation a787ef5b-edec-4b9d-8c80-a413987c5919 · outbound

This paper cites Blind Inversion using Latent Diffusion Priors.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Blind Inversion using Latent Diffusion Priors

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.533843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.533843Z digest=sha256:b58ee3cb70a9431ebf542d3afb6fe6d7bb8c4dd8e194845ea178310a52cbf216

Observation 0bf3bd21-a486-49bb-a89a-7722820f2d52 · outbound

This paper cites Banerjee, Y.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Banerjee, Y

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.475481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.538748Z digest=sha256:02f8e628a77dd575a7912851943069e931542b0a568e1bae0a0f3f315a4f8db3

Observation 453af9b7-5bc3-4d15-8a41-8e661421ee0e · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.451398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.545173Z digest=sha256:5d8695617e289e1fd17f638a7118719f3cf4a9e435b6f1275c5a65691018d5d8

Observation 80d0cfd6-e005-4e5e-86fe-3154921b6091 · outbound

This paper cites A Score-based Nonlinear Filter for Data Assimilation.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation A Score-based Nonlinear Filter for Data Assimilation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.551122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.551122Z digest=sha256:59bcd780f9b043239eac5966bee579d8bc0cffd8e7e70ca81fdf9c876a7ee295

Observation 905ecb6f-da07-45fa-9793-b2b74a2d9064 · outbound

This paper cites Bickel, B.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Bickel, B

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.435655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.555784Z digest=sha256:67f33cab1fb372ce1943f180142c2ac9261f89d59cd355d0846c6bc21bcf2f01

Observation bf770e6c-a092-46b4-89ae-8defde6d684b · outbound

This paper cites Beyondgaussianstatisticalmodelingingeophysicaldata assimilation.Monthly Weather Review, 138(8):2997–3023, 2010.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Beyondgaussianstatisticalmodelingingeophysicaldata assimilation.Monthly Weather Review, 138(8):2997–3023, 2010

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.418501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.560789Z digest=sha256:9fd3d7af227bd3ba1e236fb06b0c1b77314a49c85fc3bcb158410dfdbe356571

Observation 75303bde-c1ad-45a2-8100-d4bdbfd26357 · outbound

This paper cites Bocquet, H.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Bocquet, H

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.397464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.564742Z digest=sha256:d4c79911f7456ec6c793db8ec5259b25adb180c0eb9e838fc20bcc2084d09fe9

Observation 5c54b6db-4e90-42a8-b2da-fe0e9938dded · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.381674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.569096Z digest=sha256:1d44e0928db3b8cbdecc83e18212976829fb18c87c2b388ac6e6cdd9e0cf4cdb

Observation a13cb041-24d1-4cdc-84bd-7932d7e40eff · outbound

This paper cites Carrassi, M.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Carrassi, M

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.573877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.573877Z digest=sha256:788aef44fd4d922e23edf70495e28bf4cbf50052cb2b3dbfdd04f0595582f600

Observation 3405e510-0bde-4a4a-a2e1-2d46bd9734a1 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.354299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.578464Z digest=sha256:1e775ca8977a08adccb95108ba30ffe5035fb51e18a2b8130bb241c3c55425f1

Observation 350c0b22-810d-4682-9b33-0f1be8452eb5 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 14

Resolution
verified exact
doi, observed 2026-08-10T20:58:06.967480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.582875Z digest=sha256:555984877ef6235f8d2d177839b50de82dd6c0de49bf5334e80a26d0b60fa77d

Observation 2ece9a99-eb3b-4735-94f9-f6d2b47c6739 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.332232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.587667Z digest=sha256:080944eb0255c617643a435f282f93f252c50c6bdc0aceda2b5a3c7096c1ad1d

Observation 46530ced-32a1-4177-97a1-9541e9b5aeb9 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.314957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.592260Z digest=sha256:e85f3a008eb9b5aa680c998dd1e3d9b3dcffedd221722b1f2757a9333ea25e82

Observation 044ca18e-087a-4c59-80d2-36acd5a4afb5 · outbound

This paper cites Diffusion Posterior Sampling for General Noisy Inverse Problems.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Diffusion Posterior Sampling for General Noisy Inverse Problems

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.596716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.596716Z digest=sha256:1193c44db9973a72814bb03464bb179648a4bb26b64b56d0478959eaf172a2aa

Observation 534fbcf9-59be-435e-ab8f-306ce1aa20c4 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.301133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.601678Z digest=sha256:181192de388d6a5987ccd0a197306b829b764074107f308c211f5b051f0c5a40

Observation 50f17106-ba2c-4754-9e0a-57dc3f0c0ae3 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.286449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.605771Z digest=sha256:6ad713bb24eb49ed9483dfe6be0fa7f20d37fefcfb9628891c4c1ae77ad0e7c7

Observation db2d1d9d-1062-4f87-9f7a-aeb392fdb22b · outbound

This paper cites Duraisamy, G.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Duraisamy, G

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.268928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.609996Z digest=sha256:60650ef1b87f8917d5952f3fca5ebda52f8ef3ac313c170e9ab91de87ec624a0

Observation 99d389df-59f2-411f-842e-f7f905679ac6 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.253187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.614063Z digest=sha256:a37f10ad10b96ced1f311d827718629c7a8f349a1cdef09d810af6ae4cea526e

Observation e7e1c54f-67fe-4c4a-a045-541c3b7c8344 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.238308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.618143Z digest=sha256:683051760c354d2dcda2edca92fb838aa23737f49086b2a9130c93ad4036066f

Observation eaa1d7b4-f28e-49e1-9d31-ff2b5bf85df6 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.223820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.622135Z digest=sha256:3b55ee313ecc7bf018b67ac8e9e55594aea082844e9aca8cb356dc9be9ab2f8a

Observation 47d4453a-ec7b-466a-a936-9fddad81504e · outbound

This paper cites Prediff: Pre- cipitation nowcasting with latent diffusion models.Advances in Neural Information Processing Systems, 36:78621–78656, 2023.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Prediff: Pre- cipitation nowcasting with latent diffusion models.Advances in Neural Information Processing Systems, 36:78621–78656, 2023

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.208741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.625907Z digest=sha256:622e56b4720d66c27586d33f8794bd3849e0b3042ab692c6f242f5f46e5fc2b5

Observation 7b835b19-c1e2-48fd-9d1a-5c27d797e5bb · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.191397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.630308Z digest=sha256:b62df2677679054042e66f6da241f6d4d6b0698b14bd75c6d9cdc4549c9586f1

Observation 9a1d499e-5cf4-41e2-b7e0-5c4822794b13 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.171403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.634807Z digest=sha256:1189f13ed243ea08a918359d2b1cb3eab3cf414b8be6e792275b0a6e15853d4b

Observation 96f79952-d8d5-42ec-95f5-273b155bb1be · outbound

This paper cites Gustafsson, T.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Gustafsson, T

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.155844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.638981Z digest=sha256:0e51f4eed5d68fb18f193244b2e014711f60dcd1da7ff7974f08f7104bf5e3cd

Observation 5dd80f65-a1a8-4d8d-b2ba-370e0268f5d1 · outbound

This paper cites Huang, L.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Huang, L

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.137334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.643710Z digest=sha256:82177c8f35ed51de16e09bd538ce69b3f58053305c0aa1a0bdbfdf107291ec58

Observation 8fef4462-7da0-4b2d-9655-06aef3461168 · outbound

This paper cites Julier and J.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Julier and J

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.649045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.649045Z digest=sha256:99db2437137c2cc34737fee1bdd32abb299531739d8e72697b96779b4746a44c

Observation 6184c1e0-dbca-498b-b7d2-97c138185b01 · outbound

This paper cites PIVmeasurementsofflowwithinplugsinamicrochannel.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation PIVmeasurementsofflowwithinplugsinamicrochannel

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.113104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.654213Z digest=sha256:178e78e9ef599c076a918c6a5f09dcf756d10d89a0a35d25a75c0d92498b7d34

Observation 7ee912ba-b196-43f3-b613-0831bac56d0c · outbound

This paper cites Koschatzky, P.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Koschatzky, P

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.088616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.658091Z digest=sha256:30ad4e4b2417512fa65d8e1bf13c4025656643eaced672a1be141c9b58d1d20a

Observation 4034ba3f-322e-4465-9ad1-5fc7b2cc3177 · outbound

This paper cites Lagemann, K.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Lagemann, K

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.061689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.662470Z digest=sha256:3325bc1773ac466c5dd6cdba1d57bee4c79efdaf2b19366d2b40ea4cdeebbc88

Observation c4edcb49-5f2b-4334-8cd5-6236d6462a71 · outbound

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

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Fourier Neural Operator for Parametric Partial Differential Equations

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.666793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.666793Z digest=sha256:09247f8ce14ceb5801afc0c5783d40295277b364b0a93df8da9a4ff8db4742bb

Observation 5fa725f7-8823-4664-bfeb-d58ebfde4a65 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.040715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.672764Z digest=sha256:02064ff4778ca0695942e7e5215ccf5c4f87a15fefc218b0c04b480728b88534

Observation 4e67f593-74bb-4945-bb70-47f7e9338214 · outbound

This paper cites Loshchilov and F.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Loshchilov and F

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:08.006225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.681597Z digest=sha256:92dc65427931de67e55cab31fc0b60762470d1cc95aca6e2156d6757d5c8ae41

Observation a254ad35-2c93-4b1f-b7b9-21591418c95f · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-10T20:58:06.952737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.686487Z digest=sha256:3e2c32e80dbdc88eead679ff1522d2380c2267ce646dfeef2441ae7e3952f0eb

Observation 10d4efd7-58a4-4210-a83c-95e70bf2dbbd · outbound

This paper cites Özcan, Ö.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Özcan, Ö

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.989870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.690940Z digest=sha256:3a87aab71bd15bb1c431e1aa0c06fcffd1c1ad953882b3169124d4b5ce122030

Observation 931cf104-19c3-473c-b157-a5d8584c9805 · outbound

This paper cites Peyret.Spectral methods for incompressible viscous flow, volume 148.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Peyret.Spectral methods for incompressible viscous flow, volume 148

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.974337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.695084Z digest=sha256:89e55dd02fcf12cb26da6b2a38d053153d2a2ef47757798123ced5d4d86e01ce

Observation e204a651-dd81-4529-9fa6-52f835921924 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.700867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.700867Z digest=sha256:abe279c8839efcaa7730dbf13d679b1fbc890df5994b42cda41298726e53a659

Observation 94d0a489-dc7e-4445-8a03-81c36f232322 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:07.947869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.705721Z digest=sha256:65b24aac4405dc1f48c51a6be6944686c6b36c623f161c68499ee4d35080943f

Observation f26d03b2-0473-4d3e-90a3-c41089a20c3e · outbound

This paper cites Reich and C.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Reich and C

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.929845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.710832Z digest=sha256:56ab4e2a68b87b86ca85831fd5dfb1661f38b362dd185d1c5159061604731ed8

Observation 9252e8e0-a3ce-4591-9fab-196a5d5eef83 · outbound

This paper cites Dataassimilationmethodsintheearthsciences.Advancesinwaterresources, 31 (11):1411–1418, 2008.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Dataassimilationmethodsintheearthsciences.Advancesinwaterresources, 31 (11):1411–1418, 2008

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.913754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.715653Z digest=sha256:31ade46d73e99a8aad07949ded607734afcbf4c58bff63124742601a98804ab9

Observation 81f54bce-6bb5-4ca6-9cf3-14fa10407734 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:07.898621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.721241Z digest=sha256:09f5d506d4e4c5f2873d6e47100b1a7e53368c7d011dadd8af8a64ad8f0ff8b1

Observation 1ac9fc5b-608f-45c2-8db6-1d99abc97fee · outbound

This paper cites Rodell, P.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Rodell, P

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.883627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.726671Z digest=sha256:65276a5354d11f7f8bdbbd6ae3767367cb94340f637851347cebc94cf08aee80

Observation 10b72de3-388c-47c8-8c11-09549a7733a4 · outbound

This paper cites Rozet and G.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Rozet and G

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.864105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.733678Z digest=sha256:9cd0ad82333207e8ac7310ebd0c14ca163990cc2131677783231289a961603f6

Observation 198d3c3f-5ede-4ea3-84b7-2dc6a060a8b4 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 46

Resolution
verified exact
raw_fallback, observed 2026-08-10T20:58:07.417429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.738131Z digest=sha256:f8967b89d280084a503d6c7cce9a62069fbbb6f13eb073f92a00d2423d2de04f

Observation e387b841-fa23-4606-88e2-a333dc4f568d · outbound

This paper cites Stochasticprocessesandfilteringtheory.IEEETransactionsonAutomaticControl,17 (5):752–753, 1972.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Stochasticprocessesandfilteringtheory.IEEETransactionsonAutomaticControl,17 (5):752–753, 1972

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.743256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.743256Z digest=sha256:818d5e83d1f7d31ac650dfce0469a4c3ff2a54fcdd465c88af5c21c056de374b

Observation bc0dfe9f-774a-4229-af09-c225822fe9f1 · outbound

This paper cites Conditional Simulation Using Diffusion Schr\"odinger Bridges.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Conditional Simulation Using Diffusion Schr\"odinger Bridges

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:58:07.212044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.748707Z digest=sha256:10d12849ba77ddb7ad4dd5b4a3205b7520ba929349464066837aedf12adb89a7

Observation d3581573-ed08-4e72-844e-81b2b0399c52 · outbound

This paper cites Shysheya, C.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Shysheya, C

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.847415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.754312Z digest=sha256:6b3cc9431a1053d42ebac1f128862d8652f3e7f5d7c715a5e0102cf335d558b2

Observation 8f582216-79ad-4589-8a89-0486d433358b · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:07.832064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.760083Z digest=sha256:5e7411f9163660be341daac4b27ab6a0945ea6f3d26fa7cc5c16e6e8e4b5311c

Observation 7f5a71ed-ed44-47ee-bcbc-3ca3b3266d95 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:07.816946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.764951Z digest=sha256:dc580e459a49ec3357f8e92312ef482d8e6bceb45864ff09bb194dbc4bfdad0b

Observation 11373b0b-5b20-43e0-abf6-9cc42fddde0f · outbound

This paper cites Süli and D.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Süli and D

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.800465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.769349Z digest=sha256:28a4a7b5ae3626735adc0afbcecb8c611da64f11559801601a16d965fbad0c09

Observation 76c6752d-b5d7-4bca-b6b6-7226f3b98149 · outbound

This paper cites Taira, S.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Taira, S

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.784294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.773808Z digest=sha256:8a8debd8d5fd8b0328a4c41c735eb3dbd6c81195657c60934cbcc8f149441184

Observation 76f1e047-7532-43ec-b6ee-2e8180c18b2b · outbound

This paper cites Analysisofflowpatternsina patient-specific thoracic aortic aneurysm model.Computers & Structures, 87(11-12):680–690, 2009.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Analysisofflowpatternsina patient-specific thoracic aortic aneurysm model.Computers & Structures, 87(11-12):680–690, 2009

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.765720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.779618Z digest=sha256:fe61e3fc5003d8941ac803111cfb2a8be414137beb7fa55934741da35d785f6b

Observation 37ffe754-9e98-48b6-869f-e74fedabfd29 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:07.747619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.787041Z digest=sha256:599ad9496f93ad9fe1047658743d8be7553bfde65f6165a070cc3f2a43c5c069

Observation 8f914f83-2df8-404d-9a10-4cf0e3ea9b40 · outbound

This paper cites Nonlineardataassimilationingeosciences: anextremelyefficientparticle filter.Quarterly Journal of the Royal Meteorological Society, 136(653):1991–1999, 2010.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Nonlineardataassimilationingeosciences: anextremelyefficientparticle filter.Quarterly Journal of the Royal Meteorological Society, 136(653):1991–1999, 2010

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.727989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.792243Z digest=sha256:11c65f5fa56ea71b4db9022f655817d21b7f95a08383d5c677c72b158a951140

Observation a39e9a1c-686d-42c0-9802-ae6babe1ea7b · outbound

This paper cites Van Oudheusden.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Van Oudheusden

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.711561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.797996Z digest=sha256:f8ff1eb44f47c4b8e3f5a91ea6f8982c050221110699968791c6897e5bca7c3d

Observation c1bba1f7-9bf2-4443-8ddb-de400aa28926 · outbound

This paper cites Veillette, S.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Veillette, S

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.695858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.802538Z digest=sha256:693d2bbf3f274a9705bf9056c74a2464187fbaf899e441bd6de411333a05b9b9

Observation 1aae89c8-846b-4af5-bf66-7e48af09b774 · outbound

This paper cites Villani.The Wasserstein distances, pages 93–111.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Villani.The Wasserstein distances, pages 93–111

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.807013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.807013Z digest=sha256:1bee10ce07c2db39cfa67e61b19ae2ef8748c205e70f413cf329d562554d03d7

Observation 1ee80228-c0ed-4b8f-a24a-e7c98ca1f0e9 · outbound

This paper cites Voleti, A.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Voleti, A

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.677679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.811882Z digest=sha256:835aeaaa2b8fb7044e5c240b66bc2482400af98b3e9c2b43b73024d3fa4cbb03

Observation 5ee5ec68-bfba-4fa8-8ddb-000f56631dd0 · outbound

This paper cites Dataassimilationanditsapplications.ProceedingsoftheNational Academy of Sciences, 97(21):11143–11144, 2000.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Dataassimilationanditsapplications.ProceedingsoftheNational Academy of Sciences, 97(21):11143–11144, 2000

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.661602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.817353Z digest=sha256:9913a804b5fd80857a3f49c48f714d69bdf76becd4471c538235e5154d790c04

Observation ff546e0d-8574-475a-a33e-8f9bf13405e5 · outbound

This paper cites Robust Approximation of the Stochastic Koopman Operator.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Robust Approximation of the Stochastic Koopman Operator

Reference 62

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:58:07.191262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.821834Z digest=sha256:842cf5e056f5d4e24c0a21a86c9214b5a02cd127dcb69b1fee62ff7c1a9624a9

Observation 86a83b1e-858a-4522-a52f-cfd194a23f18 · outbound

This paper cites Earthquake Forecasting Based on Data Assimilation: Sequential Monte Carlo Methods for Renewal Processes.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Earthquake Forecasting Based on Data Assimilation: Sequential Monte Carlo Methods for Renewal Processes

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:58:07.166207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.826899Z digest=sha256:1613c9d81a2825d4c177435466566d1e29848d4bca6c0e403a101a66ea950e60

Observation db10668b-3a20-4a95-bf58-b3294c5d2649 · outbound

This paper cites Transolver: A Fast Transformer Solver for PDEs on General Geometries.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Transolver: A Fast Transformer Solver for PDEs on General Geometries

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.832459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.832459Z digest=sha256:168331fbbf5f2ebf62ed1082500eb491db0fac06d69311fa314563e538ac6654

Observation bad08591-a6a4-4855-a02c-d3588ccc1eea · outbound

This paper cites ADAF: An Artificial Intelligence Data Assimilation Framework for Weather Forecasting.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation ADAF: An Artificial Intelligence Data Assimilation Framework for Weather Forecasting

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.844886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.844886Z digest=sha256:49f8a04b409cba50a3d75981f58d266061cef15a1c55d8c6022807561dfcfc90

Observation ec7c7239-c3f6-4af6-84e2-51c3c4b8da38 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-10T20:58:06.853104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:58:06.853104Z digest=sha256:b6e0825d37c0507ae404423561c4386c988ed93ed1bef3ccbfa7d332df06cd68

Observation fab91300-ceb5-4b92-9294-0341a4890d08 · outbound

This paper cites Yasuda and R.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Yasuda and R

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.635593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.860972Z digest=sha256:0af76331f763d6f9936ccd8b9796c89a570b3dca3797736ae14607d0b70e74bc

Observation 768fd5ed-859b-4129-9970-cc6a11bfd036 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:07.621619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.866561Z digest=sha256:f02731355c61be7aaacdd3f2a99be2610793591c2c4ffb9b3a7418b18ea95b54

Observation cbf232dd-9903-499c-bd5d-f79f3fc475cf · outbound

This paper cites Zhang, J.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Zhang, J

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.607986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.871725Z digest=sha256:380750aa9d07beb389e138e55cdf22d74d24d109f51dbd5d0beac1b661182d08

Observation 83751849-7b36-45f2-b7a2-764801ad0ccd · outbound

This paper cites Data-driven probability density forecast for stochastic dynamical systems.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Data-driven probability density forecast for stochastic dynamical systems

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:58:07.110135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.878090Z digest=sha256:4373906efba7aef855215eda4fb3f13118e918f2786a87bce169f7f0155298f3

Observation 467d1ee3-d210-4a0d-8796-d829e3a7f1c0 · outbound

This paper cites 1st-order.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation 1st-order

Reference 72

Resolution
verified exact
raw_fallback, observed 2026-08-10T20:58:07.079351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T20:58:06.883587Z digest=sha256:c00e11937b435a749ece1f80db49f5e14fc51ec623b75cf0ef5542b740de05e9

Observation 0ea1447c-251e-4b84-9e3a-1f81293d14be · outbound

This paper cites The model is trained using the Adam optimizer with a base learning rate of0.005, and a linear learning rate scheduler is applied.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation The model is trained using the Adam optimizer with a base learning rate of0.005, and a linear learning rate scheduler is applied

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:58:07.593728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 69707862-c46f-40f2-ad7e-c55e0937af11 · outbound

This paper cites an unresolved cited work.

FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation Unresolved cited work

Reference 1963

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:58:08.022918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Pith citing papers

Observation 3328af7f-8aa0-4d3e-a7ee-49465fef74e4 · inbound

Variational Optimality of F\"ollmer Processes in Generative Diffusions cites this paper.

Variational Optimality of F\"ollmer Processes in Generative Diffusions FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-21T13:30:11.843789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 3ab09302-d223-4903-a760-ecdfed58728d · inbound

Uncertainty-Aware Spatiotemporal Super-Resolution Data Assimilation with Diffusion Models cites this paper.

Uncertainty-Aware Spatiotemporal Super-Resolution Data Assimilation with Diffusion Models FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:41:19.193023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-09T21:15:59.803131Z digest=sha256:6c91861a969c9ae127c369fcd7ec839ea06c175a36248dc7f2e0d1ab52fb91c2