Pith. sign in

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 2026-08-17T06:30:58.91139+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
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

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

Resolution
unresolved
no resolver link, observed 2026-08-10T19:19:09.045006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:19:09.045006Z digest=sha256:04785e7d0f9622be49ec6e5882159e9e72d07aa0e68f6b02322604e781378c57

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

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:19:10.677527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.054968Z digest=sha256:c49589f23dfceb8cbe8d8867e193cd3c6f5495eeb79a73a37bd07d422aa32c36

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

This paper cites B¨ ar, R.

Principled model selection for stochastic dynamics B¨ ar, R

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:19:10.658278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.068138Z digest=sha256:c0cf9eed3fd0a237a309de9994d33ea2550f79e47dc4c4f10763ee9757d8135d

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

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:19:10.637565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.075432Z digest=sha256:ea17294c9f12af2300fdded22a2e3b1efbbe5bc37d87f37f0d705455150df268

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

This paper cites Schmidt and H.

Principled model selection for stochastic dynamics Schmidt and H

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:19:10.618559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.081568Z digest=sha256:9fa90096e67a44cadeca9864e8752cf126020dec8b07693cd5dceeddc32ae142

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

Resolution
unresolved
no resolver link, observed 2026-08-10T19:19:09.087354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:19:09.087354Z digest=sha256:7fa43bbe858a307f8df52d4f0c4e2c4107dde49eb6bf2e98a1069f9800fec3df

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

Resolution
unresolved
no resolver link, observed 2026-08-10T19:19:09.093709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:19:09.093709Z digest=sha256:862b6551589454c63d75033ab2abe2ef6f2794620d3aaf250b70ee1cc5cd1506

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

This paper cites Champion, P.

Principled model selection for stochastic dynamics Champion, P

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:19:10.588746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.100146Z digest=sha256:e7542433acd9ed8ab98fa3f56040e9b03234d4878dcfd408ab8615faa10ccaa6

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.112927Z digest=sha256:a4f6d20dd520513e8661c3618ba92f985e8e489671439f893f73ab22be5722c9

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

This paper cites Gao and G.

Principled model selection for stochastic dynamics Gao and G

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:19:10.548155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.118664Z digest=sha256:0d3330a7f12a7e2f034e000fa6018bdcae29ad60017405d924e6d11e0b61faa3

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

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:19:10.529959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.128076Z digest=sha256:d6948840c87e74ee2117a61d66267fc7925020db80ceb19c3c2a47256d353a63

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

This paper cites Huang, Y.

Principled model selection for stochastic dynamics Huang, Y

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:19:10.512865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.135020Z digest=sha256:5f082a84cb5dd3ad957de1802f659d73acb3c6d208c17a551e94d995f02f2689

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

This paper cites Nabeel, A.

Principled model selection for stochastic dynamics Nabeel, A

Reference 13

Resolution
verified exact
doi, observed 2026-08-10T19:19:09.505109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.140834Z digest=sha256:80fe2b0fdbac5a4d4c7ef11bee1c1109358d592ce9bfbe66ec8b4abe8e4d24b7

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

This paper cites Frishman and P.

Principled model selection for stochastic dynamics Frishman and P

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:19:10.491835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.145792Z digest=sha256:b4e25d65e067e19c43254115403de913f6f5f9e500b59327015b1a7469c82d35

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

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:19:10.469060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.151758Z digest=sha256:a22c1930ac11938515c1a70170c80e5e6c4bcdff8769916c392195f718679f5c

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

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.157342Z digest=sha256:ff3fcf65ad62f521ca7b2c84643223c74dd6eb8b6510623ff595c31f1dd92263

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.163296Z digest=sha256:08534d06d2ff1c242008b9360a1531554f602775e2b55421037818e4fa0399cf

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.169836Z digest=sha256:4c36aab62fb21d7971f017009892eec1ce1f8cb0718dccbae71360d4a4cdd58d

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

Resolution
unresolved
no resolver link, observed 2026-08-10T19:19:09.175619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:19:09.175619Z digest=sha256:fe58a340491eee30559e44f4cd4bd67c58a55d3214143091b1f0de9ced0a2060

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.182048Z digest=sha256:29a4082260540b5257f20a618f8097f27974af70ceab1ed1ad5226e1f458d1e5

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

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:19:10.348781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.188574Z digest=sha256:3fcfa35442109fdabdaf797eea48a54abce9fdd48815e65e926d1641000db511

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

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:19:10.327528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.194502Z digest=sha256:b2c2a2d8cc4537fd3495824bc0d24b227376bab705682b4e863f9f0f22f0adb4

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.201603Z digest=sha256:b598644dffdd5b211e2bff37a2f891330d159994447872aa9ae122617b418bce

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.207449Z digest=sha256:097af1898bd885ebb875449728f2d006877a68da601236c83242b7916cbeda0e

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.214278Z digest=sha256:7b15615fe53243c3de8f8c056b9600457c0f5a0a8a4cb5ecdb84e0d606cc97cb

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

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 26

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.222312Z digest=sha256:f44efb78453ddf0aa7da0d5369ba918efbd571d4779f7ad0a19394cb1888425d

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.230342Z digest=sha256:198041f53a7567c9c3d665f4f76e8c33da5c93cab2905e617a3fe786a31f5137

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.237099Z digest=sha256:80d7a4c3bdb7529acdc76070626bfd61cb7fdfe449944041efe2e274e83ad058

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.244530Z digest=sha256:61cd45f4e50eb343b7cc95498f7030a3d726a39e4f913c05f9db998759895e69

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.251452Z digest=sha256:6ccc95c38bdf7c2f78d98c6d4982d50913334f5e0f6bddd7b8132c4e779d1e27

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.260909Z digest=sha256:d8e6fd9df91da78f476ead97073ae6ba408aa28962188156dd71bb7bd7ab9728

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.268147Z digest=sha256:8a69f5ac5e4349664d866ba84dcb72addbd5aa1c192a24a18d6c6b69e4ca1580

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.273686Z digest=sha256:f9a97374372e73f6f58c01a0fd48e83db7b5a9a9889b920638ff5f64b71b622f

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.279725Z digest=sha256:1a853777b053c56700a9eae2feb88d9bf39c5025e379f85aaad60a53fa817579

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.288911Z digest=sha256:e34a0418274f37d6016e3bc27ae463d2f29a752be24c236ee4e21044a544f30f

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.305727Z digest=sha256:f2157194d483bcd4e4e8267bd7bf3c685f400cad1721853592aed69ff9ca7926

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

This paper cites an unresolved cited work.

Principled model selection for stochastic dynamics Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:19:10.000319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.314654Z digest=sha256:c52fc5435e91dcad1c338e7f60c6fb0d1cb393f0297952439b120c23ebf6e292

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.321560Z digest=sha256:a011c08ef0d49c6be1531df0b6ccbdd4e175a3c6114b7fc9398d53fb7d513ff1

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.332611Z digest=sha256:854d76579822052e4db016c84dfa0ee9802894ed2eb48a0636948087bd2704c1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.338554Z digest=sha256:6c0fabd346323b9d55124256846b1c0cfdcef786c38a0689dec9e1457476f074

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.353178Z digest=sha256:6b456a9183789c00719f8bd2dc0cac53f269db027c1617c48903d963a9c5fb56

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.359779Z digest=sha256:bd62cdc9591dddffb18e93170c906774dbc4765b5c1a5a29586ec6666f5682ae

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.364694Z digest=sha256:3cee387fb5f628587f466f91a23572a594d62d1963d701090d469104d43d138e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.370811Z digest=sha256:a093ea48ada09c04e576d599ae45c5939c42d81d1d2f66b376b871f3a663d0a9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.376161Z digest=sha256:19afa7aac7be07b2ddc81ebffa44d352c8f5c655c6ad57e65b81e359447e88ec

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.381795Z digest=sha256:2df239d406fb2beb9b908ba1cef93e80a1666beec1603a928e17dd63f8a84123

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.387015Z digest=sha256:1d6c427aad8f845ea7202e2dad424e63752f016ec66ad3cc70b822a055cbb225

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.393220Z digest=sha256:ae567fa9ac6c8cd2495a11454ec352e1e093c4bb7fa261c5d5b0570bc3b1f747

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.399571Z digest=sha256:8fd498de6de2f80ecb73e196dde1c5fbdf14e152402a6267ae00f6ad6bfa07c6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.405220Z digest=sha256:161f1b2e2d0422f54c36f8f47e98f337261584a1d8a35c8b528b9d07ee1f23be

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.414178Z digest=sha256:cbafddb261d07a16eda18bd55295c18a31c03d8d448823fb4dc421340ddf3fb0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.421510Z digest=sha256:17f88d0df9bd3c23c5f5f620638627faf6eafb6471a9ec5cb08bf696ba670902

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.429753Z digest=sha256:64219540dba89943bb58582a2d38772f3f92391d8ef7dff8e95364a1d02df044

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.436669Z digest=sha256:38b3facc0bb3b134cafef017686fc0218003992def734566912fe6b0feea94cd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T19:19:09.442421Z digest=sha256:4d7dffeef4825aa79c9f21a0ae52ae9a9ba54906475d20fc25406b441cbee0db

Pith citing papers

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

Principled model selection for stochastic dynamics cites this paper.

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

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T19:19:09.045006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:19:09.045006Z digest=sha256:04785e7d0f9622be49ec6e5882159e9e72d07aa0e68f6b02322604e781378c57

Observation 2fc3b5ac-029a-4d0e-804d-760854215bac · inbound

Stoch-IDENT: New Method and Mathematical Analysis for Identifying SPDEs from Data cites this paper.

Stoch-IDENT: New Method and Mathematical Analysis for Identifying SPDEs from Data Principled model selection for stochastic dynamics

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-18T20:46:51.737432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-18T20:43:48.885047Z digest=sha256:be7d2d58c2c2d6cf0aaa2ce1c83cf701c4868b6ba25fe98c1cbff8ad02c6d52a