Pith. sign in

Paper Citation Record · LEDGER

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry

As of 23 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2507.20102.

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

pith.paper-citation-record.v1
2507.20102 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:54:59.153707Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy13
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b50be1b-4f2d-4de8-a286-a31a4da8c71e · outbound

This paper cites (2021) A review of uncertainty quantification in deep learning: Techniques, applications and challenges.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry (2021) A review of uncertainty quantification in deep learning: Techniques, applications and challenges

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.489029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.057619Z digest=sha256:7ea82d62c00f92658810c626f8e313daa3cd4f0b4ec02a4f092f9ee89f7c64f8

Observation eeb7336a-e168-45d3-8542-c6a2a3471e85 · outbound

This paper cites Applied optics 23:1690--1691.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Applied optics 23:1690--1691

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.471765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.064640Z digest=sha256:424d46f7a75edb2e9172d0b02749ed4dd353d4a1eae625f91893f30162d3f0c4

Observation eb727227-8525-4fa4-ab8f-a8d280aecec4 · outbound

This paper cites Physics of Fluids 37.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Physics of Fluids 37

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.455253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.070372Z digest=sha256:5d21fefdb77e5ad41bd5025423b8d5283c8a9ccab737aa254aa7037da822f2ac

Observation e8b2cecd-646f-4f9e-bc6d-978654aaa377 · outbound

This paper cites Measurement Science and Technology 29:115301.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Measurement Science and Technology 29:115301

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.439778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.075213Z digest=sha256:3a60c98dcbc1ed78dfa125c22a6fb3437cf23f20384724efd62ce348a79d3c3d

Observation 73e775dc-2f10-475b-8aa3-a08ab243d7b1 · outbound

This paper cites Experiments in Fluids 60:1--16.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Experiments in Fluids 60:1--16

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T17:54:59.080788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:54:59.080788Z digest=sha256:6e3d28af5ee950cace23c3e645b268b5d2c67daca5717192d001173e710dcfcb

Observation f1c9e9a5-ab3f-4629-932d-6fc399ab4e6d · outbound

This paper cites Nature Machine Intelligence 3:641--651.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Nature Machine Intelligence 3:641--651

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.413819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.089552Z digest=sha256:2bf6c9846416bd9622654dbdcba9e5f2a85e21a011135eff1f7f5be04c26b39c

Observation 927e61c6-2356-4119-9cc2-d65ca87ffab2 · outbound

This paper cites Physics of Fluids 36.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Physics of Fluids 36

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T17:54:59.095723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:54:59.095723Z digest=sha256:c81675efa4625416940415b90ae26301fd0c2667a9e951c42fb8d95584650f4b

Observation ded8c585-43bb-4c4b-83dc-7229a53e2090 · outbound

This paper cites IEEE Transactions on Instrumentation and Measurement 71:1--10.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry IEEE Transactions on Instrumentation and Measurement 71:1--10

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T17:54:59.100594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:54:59.100594Z digest=sha256:ca77353e1c82c64f417378f97ba824819a73a9a885e4daf36d5746a27253e90d

Observation b25dada1-5445-4f95-af3a-b669772a6df6 · outbound

This paper cites Experiments in Fluids 58:1--10.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Experiments in Fluids 58:1--10

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.374323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.105269Z digest=sha256:14b8fb484efaa86fc4683392f20a72a2aa2e6d01d099ab690eff3b36e5509e38

Observation 6b1e69a0-cde1-4965-a441-e5d8bef2a61b · outbound

This paper cites Measurement Science and Technology 32:104003.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Measurement Science and Technology 32:104003

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.357650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.109899Z digest=sha256:4ef929d5d617b121c7bbb6bdc637f154da4ec972411832e65ad4baedddb7fb89

Observation 5b2b2de7-1f91-4730-9dce-b01df7357727 · outbound

This paper cites springer.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry springer

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T17:54:59.114634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:54:59.114634Z digest=sha256:0dbd24530b22d65ea5e6496d80878143ae2e90bf51ef323e5018bc1cb2f1ffdb

Observation c5f475ab-2fd5-4a81-bb6d-f33e0c7fb272 · outbound

This paper cites Measurement Science and Technology 30:092001.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Measurement Science and Technology 30:092001

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.325371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.119496Z digest=sha256:ed665b48a15461a5bee8212683df5e522df00d9b51e0c9c40d7e1de545692fb8

Observation 25558ea8-81d2-4a30-a062-edb4878c9ec9 · outbound

This paper cites Experiments in fluids 53:1133--1147.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Experiments in fluids 53:1133--1147

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.304845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.124582Z digest=sha256:18e903715585cb94b6433e5df3d94991ad3924c50a004d9232ae17ccfddf5c97

Observation f7e87ae5-b06f-439c-a1de-cfb922a939c4 · outbound

This paper cites in Proceedings of the IEEE international conference on computer vision.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry in Proceedings of the IEEE international conference on computer vision

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.288416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.129327Z digest=sha256:e85faec1fea313139a8bd960a4bf7265cd3ac605bb62eefcfefb7ca4c501b32a

Observation f386c049-6d79-4b6d-86b1-2c84ba0602f1 · outbound

This paper cites Measurement Science and Technology 26:074002.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Measurement Science and Technology 26:074002

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.269360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.134190Z digest=sha256:0ba229fa70f2f7fabe82fe84e60173f02334add26a9d5d9bffe6102f81c7e8e4

Observation 2a28d105-e04e-4ca1-a612-a883507be3e4 · outbound

This paper cites Measurement Science and Technology 26:074001.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry Measurement Science and Technology 26:074001

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.252302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.138949Z digest=sha256:386e642e197df5c44fdc1b27cbe0103273ce0dbee9f4a1b59f8307fac616893a

Observation f766ae41-5353-4350-a822-ed3af0de2914 · outbound

This paper cites arXiv preprint arXiv:250414952.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry arXiv preprint arXiv:250414952

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:54:59.233709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T17:54:59.143824Z digest=sha256:cf35982f41cda9f9b7da1f9323470401e641e9579621ab5d0286a8918ee64e06

Observation 26950664-9d6b-4efb-a259-4298d57b9f48 · outbound

This paper cites " * write output.state after.block = add.period write newline.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry " * write output.state after.block = add.period write newline

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T17:54:59.148498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:54:59.148498Z digest=sha256:6a99a05165a77ad1f5df6c60dc37a08d495b951e814bc74fec4b910f002618a5

Observation 04824ef6-d227-4939-8575-24a1f668335e · outbound

This paper cites write newline.

On Uncertainty Prediction for Deep-Learning-based Particle Image Velocimetry write newline

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T17:54:59.153707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:54:59.153707Z digest=sha256:5debf41b2f91dfa591ab387af0d8f64483736f5bebf478b1f34325f279fc54db

Pith citing papers

No inbound Pith citation observations are available.