Paper Citation Record · LEDGER

Principled model selection for stochastic dynamics

As of 18 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 2 inbound Pith citation observations for arXiv:2501.10339.

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

pith.paper-citation-record.v1
2501.10339 v3

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:19:09.442421Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:19:09.045006Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T20:46:51.734802Z

Reference resolution

55 of 55 outbound references displayed

verified exact1
verified fuzzy32
unresolved22
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8ec975ce-3929-4be6-8087-f912b22c696e · outbound

This paper cites Principled model selection for stochastic dynamics.

Principled model selection for stochastic dynamics Principled model selection for stochastic dynamics

Reference 1

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Source-reported events for the cited work

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Observation 0c35f73f-0b5e-4cd0-aad6-f03547c1bde2 · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 2

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Observation ed697178-d7e3-4de4-85ec-167f3bfa61bb · outbound

This paper cites B¨ ar, R.

Principled model selection for stochastic dynamics B¨ ar, R

Reference 3

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Observation 7d62f369-dd12-48ac-b06c-0dfdd08865e4 · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 4

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Observation 18fd951f-a836-4b69-a6c4-1e624fc0e339 · outbound

This paper cites Schmidt and H.

Principled model selection for stochastic dynamics Schmidt and H

Reference 5

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Observation 66913dd3-9ce0-49cc-890a-f4c4e1b0036b · outbound

This paper cites Discovering Symbolic Models from Deep Learning with Inductive Biases.

Principled model selection for stochastic dynamics Discovering Symbolic Models from Deep Learning with Inductive Biases

Reference 6

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Observation 096d84d9-c7a4-47c4-9186-40fc5bd08533 · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 7

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Observation 5893065d-4de9-49be-ba8e-611287102647 · outbound

This paper cites Champion, P.

Principled model selection for stochastic dynamics Champion, P

Reference 8

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Observation 826af6ef-3a63-4642-8902-85e4919c4e53 · outbound

This paper cites Boninsegna, F.

Principled model selection for stochastic dynamics Boninsegna, F

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.568580Z

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Observation b8647319-fa25-4a65-a609-655fd6511702 · outbound

This paper cites Gao and G.

Principled model selection for stochastic dynamics Gao and G

Reference 10

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Observation 82b892ce-fb47-4105-ac09-ffb727acb9c1 · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 11

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Observation 4ae62cb2-a967-4d65-89b2-f515088047cb · outbound

This paper cites Huang, Y.

Principled model selection for stochastic dynamics Huang, Y

Reference 12

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Observation 1cc4802b-0840-4ad0-a875-246b51cece37 · outbound

This paper cites Nabeel, A.

Principled model selection for stochastic dynamics Nabeel, A

Reference 13

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Observation 002bcd8c-b3fa-49c7-a2c5-c9eb0cfd409c · outbound

This paper cites Frishman and P.

Principled model selection for stochastic dynamics Frishman and P

Reference 14

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Observation 581c6933-4910-42d7-bba1-208aad2fe92d · outbound

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Principled model selection for stochastic dynamics Unresolved cited work

Reference 15

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Observation 10f22984-a25d-4c12-9e9d-5d5414e9d1ad · outbound

This paper cites Siegert, R.

Principled model selection for stochastic dynamics Siegert, R

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.443273Z

Source-reported events for the cited work

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Observation 4569bb57-4dd6-49c3-8534-da7350dda378 · outbound

This paper cites Risken, The Fokker-Planck Equation: Methods of So- lution and Applications, edited by H.

Principled model selection for stochastic dynamics Risken, The Fokker-Planck Equation: Methods of So- lution and Applications, edited by H

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.422343Z

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Observation acf53b18-7bb6-416a-9995-8dbb8ea9377c · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:10.403577Z

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Observation b46e26e5-b602-4aa7-b90c-fa9d0761b44c · outbound

This paper cites Akaike, A new look at the statistical model identifica- tion, IEEE Transactions on Automatic Control 19, 716 (1974).

Principled model selection for stochastic dynamics Akaike, A new look at the statistical model identifica- tion, IEEE Transactions on Automatic Control 19, 716 (1974)

Reference 19

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Source-reported events for the cited work

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Observation 5e382ea9-cfde-4968-88b2-79957920cbd4 · outbound

This paper cites Lebarbier and T.

Principled model selection for stochastic dynamics Lebarbier and T

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.369023Z

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Observation a48c752f-d230-45a0-b3c0-e2df7514db35 · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 21

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Observation fc9ad4be-c3a9-4fb9-9ae1-7cf35067ad97 · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 22

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Observation eae74992-544b-4b58-8806-d521d2b175fd · outbound

This paper cites Schwarz, Estimating the Dimension of a Model, The Annals of Statistics 6, 461 (1978), 2958889.

Principled model selection for stochastic dynamics Schwarz, Estimating the Dimension of a Model, The Annals of Statistics 6, 461 (1978), 2958889

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.308298Z

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Observation fbc4eefa-baa8-4adf-8cf9-8ab1e1e95c1e · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:10.282950Z

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Observation c4e5f166-1feb-4907-b61f-797c0194f0c1 · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:10.259185Z

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Observation d15da5cd-2527-468f-97a6-d1dc14a49571 · outbound

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Principled model selection for stochastic dynamics Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:10.233287Z

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Observation 17a49cd9-39ef-42a1-9caf-af0195411c6f · outbound

This paper cites Amiri, Y.

Principled model selection for stochastic dynamics Amiri, Y

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.212149Z

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Observation 91dee5d4-e790-4f0a-b506-96c12da72850 · outbound

This paper cites Wanner and I.

Principled model selection for stochastic dynamics Wanner and I

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.191517Z

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Observation 2810b234-09c3-4dc8-9e57-7bc662fe68ad · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:10.160002Z

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Observation de67f5a2-df1a-4762-b5b9-9c454b1cb6e0 · outbound

This paper cites Maddu, B.

Principled model selection for stochastic dynamics Maddu, B

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.139379Z

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Observation 3894c258-250d-4ba3-9ff8-47e04108455f · outbound

This paper cites Tibshirani, Regression Shrinkage and Selection Via the Lasso, Journal of the Royal Statistical Society Series B: Statistical Methodology 58, 267 (1996).

Principled model selection for stochastic dynamics Tibshirani, Regression Shrinkage and Selection Via the Lasso, Journal of the Royal Statistical Society Series B: Statistical Methodology 58, 267 (1996)

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.118833Z

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Observation 03f1e18f-47ee-4f75-bddf-566ad6a5881c · outbound

This paper cites Ben Mhenni, S.

Principled model selection for stochastic dynamics Ben Mhenni, S

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.097592Z

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Observation 2451ab10-5c54-44b2-ae9d-097d83269df1 · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:10.080154Z

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Observation 9faa8623-30d2-44da-9ae7-eb4e96ae7eec · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:10.060620Z

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Observation e1a71175-0b9e-433a-b726-4e88b8b74d3a · outbound

This paper cites Chen and Z.

Principled model selection for stochastic dynamics Chen and Z

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:10.039994Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0a8f2a1e-59f6-4a95-8974-ce09472a9934 · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:10.021385Z

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Observation 9ec287ea-a578-4a50-bff6-bba4848f55be · outbound

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Principled model selection for stochastic dynamics Unresolved cited work

Reference 37

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 712d3a98-4f29-4616-820a-774846d506d0 · outbound

This paper cites The code used to produce the data and figures of this article is available at github.com/odannis/PASTIS_paper.

Principled model selection for stochastic dynamics The code used to produce the data and figures of this article is available at github.com/odannis/PASTIS_paper

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.979402Z

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Observation 91138032-e3b6-4c1d-84ae-3d1f7fe0181e · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:09.959691Z

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Observation 66829236-ded1-4714-9a56-6662c6068293 · outbound

This paper cites Ferretti, V.

Principled model selection for stochastic dynamics Ferretti, V

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.939185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ec87f49f-cf1e-47e9-af3b-3f78432d090c · outbound

This paper cites Rish and G.

Principled model selection for stochastic dynamics Rish and G

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.920743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88702951-4d37-4ada-87a4-810e0dc22abe · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:09.898468Z

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Observation 1f31c08a-cd80-4186-af2e-5b0c07543566 · outbound

This paper cites Gross and O.

Principled model selection for stochastic dynamics Gross and O

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.880997Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 33d08300-190a-46f2-a7f1-bfa4bf854d3a · outbound

This paper cites Vitells and E.

Principled model selection for stochastic dynamics Vitells and E

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.863447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fd157bea-4864-45eb-bd7a-d1cec91ba9ab · outbound

This paper cites 6 connecting the inference error E(ˆFB) to the estimated log-likelihood L(X|ˆFB).

Principled model selection for stochastic dynamics 6 connecting the inference error E(ˆFB) to the estimated log-likelihood L(X|ˆFB)

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.841519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2fb5e73b-f9ae-44e6-8c20-a27594fdc87f · outbound

This paper cites look-elsewhere effect.

Principled model selection for stochastic dynamics look-elsewhere effect

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.820407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 637cd0f7-747e-4c77-adb0-772a44229ce3 · outbound

This paper cites 9), is the probability of selecting a model with one superflu- ous term which can be written as P[maxs IPASTIS(B∗ + {s}) > IPASTIS(B∗)] ≈ p.

Principled model selection for stochastic dynamics 9), is the probability of selecting a model with one superflu- ous term which can be written as P[maxs IPASTIS(B∗ + {s}) > IPASTIS(B∗)] ≈ p

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.795370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 03b53121-de7b-4f26-abf3-bfd9b0bdd70c · outbound

This paper cites We derive here modified estimators discussed in the main text and presented in Fig.

Principled model selection for stochastic dynamics We derive here modified estimators discussed in the main text and presented in Fig

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.770256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 81da9751-0655-4e0b-af0d-7317e964900f · outbound

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:19:09.741929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 74414336-554c-4d85-aa6b-ad862786bc85 · outbound

This paper cites For the prediction error in Fig.

Principled model selection for stochastic dynamics For the prediction error in Fig

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.711722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 683925ba-18a6-49d2-816e-3be69b1a24de · outbound

This paper cites 3, allows comparison of models in a Bayesian framework without having to select any particular prior Π B(F B 1 ,.

Principled model selection for stochastic dynamics 3, allows comparison of models in a Bayesian framework without having to select any particular prior Π B(F B 1 ,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.686783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d2de8837-162e-48e6-a4d2-9d1e18cc80a2 · outbound

This paper cites We note that it is primarily designed for ordinary differential equation inference, in the absence of dynamical noise.

Principled model selection for stochastic dynamics We note that it is primarily designed for ordinary differential equation inference, in the absence of dynamical noise

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.665192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf2eb3bf-f4a9-4b62-8a2e-be360654a696 · outbound

This paper cites The trajectory was divided into 7 segments of equal length.

Principled model selection for stochastic dynamics The trajectory was divided into 7 segments of equal length

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.637306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f34e04d0-cef4-4cb6-b682-d940d1ac1c79 · outbound

This paper cites The LASSO regression itself was performed using the Lasso optimizer from the sklearn.linear model module in Scikit-learn.

Principled model selection for stochastic dynamics The LASSO regression itself was performed using the Lasso optimizer from the sklearn.linear model module in Scikit-learn

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.613365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 28a2dd34-1f90-4f00-8ea5-dcbd68b92e21 · outbound

This paper cites S2, the comparisons in the main text (Fig.

Principled model selection for stochastic dynamics S2, the comparisons in the main text (Fig

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:19:09.582729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 8ec975ce-3929-4be6-8087-f912b22c696e · inbound