Paper Citation Record · LEDGER

Calibrated Physics-Informed Uncertainty Quantification

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 3 inbound Pith citation observations for arXiv:2502.04406.

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

pith.paper-citation-record.v1
2502.04406 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:27:34.877490Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T14:00:17.026710Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

24 of 24 outbound references displayed

verified exact11
verified fuzzy4
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a53680f0-1a1d-46e9-9738-2e1c0b22230b · outbound

This paper cites an unresolved cited work.

Calibrated Physics-Informed Uncertainty Quantification Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:27:36.294037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f4584113-2597-453f-87f3-03a978c509f5 · outbound

This paper cites 17 Calibrated Physics-Informed UQ.

Calibrated Physics-Informed Uncertainty Quantification 17 Calibrated Physics-Informed UQ

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:27:36.281561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ebb5705b-6d89-466c-8ab6-08794391ba36 · outbound

This paper cites If the condition in step 3 is satisfied, the error bounds dic- tated by [−ˆqα,ˆqα] is considered valid according to the CP framework, regardless of the specific inputX n+1.

Calibrated Physics-Informed Uncertainty Quantification If the condition in step 3 is satisfied, the error bounds dic- tated by [−ˆqα,ˆqα] is considered valid according to the CP framework, regardless of the specific inputX n+1

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:27:36.269465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 814eda40-672e-41d0-861f-c35c5e5ede4e · outbound

This paper cites Actor, J., Fuentes, D.

Calibrated Physics-Informed Uncertainty Quantification Actor, J., Fuentes, D

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T00:27:34.793086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71f2076f-76b2-4d39-b714-a9b684270e40 · outbound

This paper cites Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction.

Calibrated Physics-Informed Uncertainty Quantification Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T00:27:34.832843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b5edae9-334c-4582-b633-7da003415e01 · outbound

This paper cites URL https://www.sciencedirect.com/ science/article/pii/S0021999122009652.

Calibrated Physics-Informed Uncertainty Quantification URL https://www.sciencedirect.com/ science/article/pii/S0021999122009652

Reference 14

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:27:35.483264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5a98b19f-4e72-4c2a-a092-aac273f5069d · outbound

This paper cites Modelling Chemical Reaction Networks using Neural Ordinary Differential Equations.

Calibrated Physics-Informed Uncertainty Quantification Modelling Chemical Reaction Networks using Neural Ordinary Differential Equations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T00:27:34.851414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6829e36c-093a-4af7-a182-de4e0ebc4175 · outbound

This paper cites Xu, C., Xie, Y ., Vazquez, D.

Calibrated Physics-Informed Uncertainty Quantification Xu, C., Xie, Y ., Vazquez, D

Reference 18

Resolution: verified exact; doi, observed 2026-08-09T00:27:34.910639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation acbc3a03-0c06-443b-b0b4-25ee8ed5dcff · outbound

This paper cites Zou, Z., Meng, X., Psaros, A.

Calibrated Physics-Informed Uncertainty Quantification Zou, Z., Meng, X., Psaros, A

Reference 24

Resolution: malformed identifier; raw_fallback, observed 2026-08-09T00:27:36.306212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec3753f9-4eaa-43bc-8ae1-08dd38a4597c · outbound

This paper cites The FNO architecture can be found in Table 13.

Calibrated Physics-Informed Uncertainty Quantification The FNO architecture can be found in Table 13

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:27:36.243826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 23d24716-d7d5-469c-9501-76eae4f1005a · outbound

This paper cites an unresolved cited work.

Calibrated Physics-Informed Uncertainty Quantification Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T00:27:34.844324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e1f4203-5ad8-4db2-9a99-d3bf4ac87f82 · outbound

This paper cites URL https: //doi.org/10.1023/A:1020281327116.

Calibrated Physics-Informed Uncertainty Quantification URL https: //doi.org/10.1023/A:1020281327116

Reference 565

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:27:36.231098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a74da153-698e-4f66-8ea4-e3939d612329 · outbound

This paper cites doi: 10.1007/ 978-1-4614-4283-7 19.

Calibrated Physics-Informed Uncertainty Quantification doi: 10.1007/ 978-1-4614-4283-7 19

Reference 2012

Resolution: verified exact; doi, observed 2026-08-09T00:27:34.922795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 52948816-b00f-42df-9432-13c3593df8de · outbound

This paper cites Li, Z., Kovachki, N.

Calibrated Physics-Informed Uncertainty Quantification Li, Z., Kovachki, N

Reference 2014

Resolution: verified exact; doi, observed 2026-08-09T00:27:34.941810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 48159b08-7fd6-4f3e-b3ac-d246b4947c48 · outbound

This paper cites The learning rate is initially set to 0.005 and scheduled to decrease by half after every 100 epochs.

Calibrated Physics-Informed Uncertainty Quantification The learning rate is initially set to 0.005 and scheduled to decrease by half after every 100 epochs

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:27:36.256419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68bed6ca-a60a-4dfc-af88-2b038daf6e80 · outbound

This paper cites cc/paper_files/paper/2019/file/ 118921efba23fc329e6560b27861f0c2-Paper.

Calibrated Physics-Informed Uncertainty Quantification cc/paper_files/paper/2019/file/ 118921efba23fc329e6560b27861f0c2-Paper

Reference 2019

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:27:35.700590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec76fe55-0896-42df-bd5a-130a33fe2671 · outbound

This paper cites cc/paper_files/paper/2020/file/ d16a974d4d6d0d71b29bfbfe045f1da7-Paper.

Calibrated Physics-Informed Uncertainty Quantification cc/paper_files/paper/2020/file/ d16a974d4d6d0d71b29bfbfe045f1da7-Paper

Reference 2020

Resolution: verified exact; doi, observed 2026-08-09T00:27:34.984344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5b9612bd-e5a3-4087-8d94-fb67e5046988 · outbound

This paper cites MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework.

Calibrated Physics-Informed Uncertainty Quantification MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-09T00:27:34.815210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26dd4d8d-eb5c-4206-9daf-fe864438e590 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Calibrated Physics-Informed Uncertainty Quantification Adam: A Method for Stochastic Optimization

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T00:27:34.822363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 540cfdf6-f9fb-4a3e-b5d6-79533beba26b · outbound

This paper cites URL https: //doi.org/10.1038/s41598-023-42991-5.

Calibrated Physics-Informed Uncertainty Quantification URL https: //doi.org/10.1038/s41598-023-42991-5

Reference 2322

Resolution: verified exact; doi, observed 2026-08-09T00:27:34.960218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3526dda9-f73e-4291-93d3-3720c3280f39 · outbound

This paper cites URL https: //doi.org/10.1038/s43247-024-01885-8.

Calibrated Physics-Informed Uncertainty Quantification URL https: //doi.org/10.1038/s43247-024-01885-8

Reference 4435

Resolution: verified exact; doi, observed 2026-08-09T00:27:34.971266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 77354e48-ba41-4850-af89-b230bf9ae56a · outbound

This paper cites URL https: //doi.org/10.1038/s41586-024-07744-y.

Calibrated Physics-Informed Uncertainty Quantification URL https: //doi.org/10.1038/s41586-024-07744-y

Reference 4687

Resolution: unresolved; no resolver link, observed 2026-08-09T00:27:34.825882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c753bdb6-c4f0-4a0b-a442-2549272a41c4 · outbound

This paper cites URL https://www.sciencedirect.com/ science/article/pii/S235271102400061X.

Calibrated Physics-Informed Uncertainty Quantification URL https://www.sciencedirect.com/ science/article/pii/S235271102400061X

Reference 7110

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:27:35.895876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff88a4d2-f031-4948-9129-f349bd286e17 · outbound

This paper cites URL https://www.sciencedirect.com/ science/article/pii/S0021999119307612.

Calibrated Physics-Informed Uncertainty Quantification URL https://www.sciencedirect.com/ science/article/pii/S0021999119307612

Reference 9991

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:27:36.066859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 566d67f2-f206-445f-8883-06a1c55ccdde · inbound

Hybrid Neural World Models cites this paper.

Hybrid Neural World Models Calibrated Physics-Informed Uncertainty Quantification

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:03:29.505565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7e3a4fde-0b10-4483-aaa5-a86f3ae9cffe · inbound

Operator learning for the 2D incompressible Navier-Stokes equations: a conformal prediction approach in the data-scarce regime cites this paper.

Operator learning for the 2D incompressible Navier-Stokes equations: a conformal prediction approach in the data-scarce regime Calibrated Physics-Informed Uncertainty Quantification

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:47:25.756289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c1d63729-835b-4c3a-9b56-f6f090256d69 · inbound

Domain-Validity-Gated Metamorphic Testing of Scientific ML Surrogates cites this paper.

Domain-Validity-Gated Metamorphic Testing of Scientific ML Surrogates Calibrated Physics-Informed Uncertainty Quantification

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-26T22:40:10.328186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.