Pith. sign in

Paper Citation Record · LEDGER

Iterative variational learning of committor-consistent transition pathways using artificial neural networks

As of 12 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2412.01947.

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

pith.paper-citation-record.v1
2412.01947 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:08:50.549036Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

37 of 37 outbound references displayed

  • verified exact10
  • verified fuzzy2
  • unresolved20
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 56ad83c5-c64a-4eaf-b7d2-126ec0652f93 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:49.958631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:49.958631Z digest=sha256:1b66f2fc87f732dc6c2b314d276516bfcb4fd5f6d93084fb87195dae78314e39

Observation f22ab872-0e47-470a-b901-3db7ffea5eae · outbound

This paper cites The Journal of Chemical Physics 109(6), 2325–2338 (1998) https://doi.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks The Journal of Chemical Physics 109(6), 2325–2338 (1998) https://doi

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.089313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.089313Z digest=sha256:3fb7ac3774d28e8c8d50dda912e4cceda609802b6d0771aebed9a97a6dbabc32

Observation 71a20dbf-20c3-4beb-84d4-3dbb560883c4 · outbound

This paper cites Biophysical Journal 80(1), 12–30 (2001) https: //doi.org/10.1016/S0006-3495(01)75992-9.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Biophysical Journal 80(1), 12–30 (2001) https: //doi.org/10.1016/S0006-3495(01)75992-9

Reference 3

Resolution
verified exact
doi, observed 2026-08-12T00:08:51.026762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.153309Z digest=sha256:6cffa202b3df827a238add102ae9966d27eb24d5c9946b43db7c76daf1b5aa8c

Observation 9f02cfe0-b32c-4167-b4e8-f330342996f2 · outbound

This paper cites The Journal of Chemical Physics 152(14), 144102 (2020) https://doi.org/10.1063/5.0004838.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks The Journal of Chemical Physics 152(14), 144102 (2020) https://doi.org/10.1063/5.0004838

Reference 4

Resolution
verified exact
doi, observed 2026-08-12T00:08:51.011473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.159748Z digest=sha256:585e0ec909e5499b6dc5f2dfb8991be32455fa7ec37d7a340765a9b02e8bbc3d

Observation c7126621-db2d-4967-ade7-b675f6477bfc · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.164995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.164995Z digest=sha256:6afd561527205a5ccb4c9fd8c336e8a98eada321430712ede394443d0427b6af

Observation 407e4ad3-d91c-4fdd-b1fb-ce5cd4c3908e · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 6

Resolution
verified exact
doi, observed 2026-08-12T00:08:50.987996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.170055Z digest=sha256:b4c444e90455f458ce4775db1bfcbc3246befc07b4011e3d3cc9a0dab7579dea

Observation 19808d66-6d87-4a94-814d-825756978477 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-08-12T00:08:50.974603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.175119Z digest=sha256:d34b4f59b45f8319b92e030296367ff699f64382f06c83e02825d807993fc358

Observation 13375581-ad32-45d0-8947-aeb05264c98e · outbound

This paper cites On the Properties of the Softmax Function with Application in Game Theory and Reinforcement Learning.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks On the Properties of the Softmax Function with Application in Game Theory and Reinforcement Learning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.179827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.179827Z digest=sha256:cd219e658a81ff400f2c98c6c124870491f5d1abeeff79c593c511085b55e395

Observation 1f5e42ac-c3e2-4996-8061-9d586f3c0268 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 9

Resolution
malformed identifier
no resolver link, observed 2026-08-12T00:08:50.184632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.184632Z digest=sha256:5e749c4c3791727637794bb4830f9c6b6ef23e238203c090a25ce5dc9dad2af9

Observation ff78330c-0f2f-407d-8c41-12a905d8cef4 · outbound

This paper cites In: Bengio, Y., LeCun, Y.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks In: Bengio, Y., LeCun, Y

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:08:51.279160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.189292Z digest=sha256:eebe6eb11096ec4ff15b29148fec1735e2c1eb6550e1fd83ed9ae4e08da7e06a

Observation beef37f7-8fff-4baf-877a-dac2ce5cdb3b · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 11

Resolution
malformed identifier
no resolver link, observed 2026-08-12T00:08:50.193867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.193867Z digest=sha256:972e91ce578e9e1f6d0b075e39dfd597e7a7852e5ebdfba8329ea8e498f5e9a5

Observation a483db04-75ac-4a7a-9344-2b8ab8a24538 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.200726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.200726Z digest=sha256:d21f4d5b1be4e685736e30af2944a06bccd28a8e4e3e7dce9f0f5f6481904f98

Observation 7473605c-c3b7-489d-90bb-b16a4bc1a04f · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.206198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.206198Z digest=sha256:3f603848aa8e80fa62eff067933d3a6abc49ee45d274534ac6fbe9b62a94df7e

Observation 32f59fca-3de2-4b1f-9a36-010115d3e0ff · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.213208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.213208Z digest=sha256:502c040a8a70781d330f57e104ce8446d0c4b504a1d2bcbf3febc5f8ddf9c134

Observation 64c74413-8387-48e4-b60a-12aafcceacdd · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 15

Resolution
verified exact
doi, observed 2026-08-12T00:08:50.916913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.278111Z digest=sha256:1424e686f0db2aba28f37f322d88c0598fe33798f7a6884c05f102a774a602c0

Observation c84fdfc4-4e50-4cc4-bdaf-e7b6110088af · outbound

This paper cites Multiscale Model.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Multiscale Model

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.313032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.313032Z digest=sha256:83d9fed6b3dd6a15544bf953489bbe0942a4babcc8d4a162e659a14d08670f9d

Observation 93253b26-ba21-4aca-a6ff-a21d346f56af · outbound

This paper cites IEEE transactions on information theory 28(2), 129–137 (1982).

Iterative variational learning of committor-consistent transition pathways using artificial neural networks IEEE transactions on information theory 28(2), 129–137 (1982)

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.318307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.318307Z digest=sha256:991b5350875e952e68f8fbc875d3730c699fbed8f4032daf24510452df61c3ea

Observation d2728373-9b0b-4e65-836c-99f15d3ef933 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.323485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.323485Z digest=sha256:1e49258aee732f8152bfc6db02ec3c8d74599f81fdf5dbab6c4e55183cef4d6a

Observation 86028853-4449-423c-a42a-77e1961eec58 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:08:51.254167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.328649Z digest=sha256:b71e2635e3ef72ec8abd2b39dd68d2f756240e2829ed8631bf7d96e948d7c68c

Observation a253241c-4f5f-4f6a-bbeb-e7aeb46336ac · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 20

Resolution
verified exact
doi, observed 2026-08-12T00:08:50.883421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.333128Z digest=sha256:51f9f25f3403c65d57244048909c513cfa4ed9c33c7366b9fca9b9f0b566e016

Observation 814425d4-10f1-46de-8698-06e9c83b3550 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.388711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.388711Z digest=sha256:82ba70282440f79e4464e3d04615d2c6f8f521396cc4efd83b617ef7394b74e1

Observation a0d30960-772d-4c8e-9a6f-06c0c9c75d1f · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.422695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.422695Z digest=sha256:2a1ac6b93659a4b45d624e2a72f8c3c1c355752daa25b663d2f31600859c0471

Observation 17649774-ae95-441d-a162-70f040e62f2e · outbound

This paper cites Expert Syst.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Expert Syst

Reference 23

Resolution
malformed identifier
no resolver link, observed 2026-08-12T00:08:50.454316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.454316Z digest=sha256:3d11a87b534ba9394af111c662d9d6c426bcf5fd583682ebd5a6bc5fdbba7782

Observation 9494d4c6-42ad-45a2-bbb5-368709102495 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.459397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.459397Z digest=sha256:8fdd41b0883631b6c3476b16c496b94eb92d2ac7173af45e2db5c7a6f8bf0ac5

Observation 1347da99-df10-4585-8e80-6f98eea3c18b · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-12T00:08:50.759220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.464125Z digest=sha256:f683f82234580e0ef0cc2eb60a9b9d973c0e7bd89fe37c2ef196f5aa5518a714

Observation d930d2d1-4319-497b-9ccb-bae41f68c2db · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 26

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T00:08:51.240122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.468976Z digest=sha256:d7b16ac0d8fc5614c9876ea60830f520145edcd743ab4cf8c4e2c861870e3bc3

Observation 3cc9fb70-c540-4bec-838a-ec467590611c · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.475204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.475204Z digest=sha256:44d1aa1d3a0398aac4779ccc6f7b1e6ab0c098a470631d420ec1332792008d97

Observation 93b5ea82-cc18-4115-9fac-90e1b579d42a · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:08:51.225400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.480193Z digest=sha256:bf7b69b0770d3d2f8d7ba8e8803e28a1259882f488464a17fce0b0b5d7c1cb9e

Observation 5f350e52-7cd5-4615-a6d7-312a28b48f8f · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:08:51.210412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.484637Z digest=sha256:1457734c4b0ff6454e142dd00f3417fd01459d389fe72ed40dac3e22e991afb6

Observation 1af8f33a-28b3-41e8-94a4-8dc4f6fafd2b · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 30

Resolution
verified exact
doi, observed 2026-08-12T00:08:50.707133Z

Source-reported events for the cited work

correction dated 2019-03-26. Source: crossref record 10.1063/1.5095768->10.1063/1.5079742:correction, observed 2026-07-11T03:00:02.788788+00:00. This notice travels one citation hop only.

source=pdf_text observed=2026-08-12T00:08:50.489077Z digest=sha256:45f6222a5052a0c37d2e8522f42781d19def288c3622e5bc8f9276b75b1349da

Observation b806b60c-59a5-4574-8f90-d2a54123e23d · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.494061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.494061Z digest=sha256:ca239f73126e2f9dd2e0a55897291695820c95d3d3cc598bca20fe5670c16562

Observation 7c8394c1-98d4-4128-8d2f-5a93f0219a82 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 32

Resolution
verified exact
doi, observed 2026-08-12T00:08:50.681604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.498679Z digest=sha256:455638a5f437c17b499945920adb37e2e8b920322f8eb11301c570197d132492

Observation 5e3b579e-81b5-474c-87e1-3edd8c519018 · outbound

This paper cites https://github.com/jeffcomer/ DiffusionFusion.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks https://github.com/jeffcomer/ DiffusionFusion

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:08:51.193871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.503555Z digest=sha256:b2b1f2bc9521b4344fb8d93a3adfaaaa5c1d8f54347f8776a0208bb2ecc097c9

Observation 1c8efa40-bf1e-4eb2-8fa9-df71263be73f · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.508120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.508120Z digest=sha256:ab019d035a0e540c8e980f58cbcb876090bdae09c9ce8de5f20087ae72c6f778

Observation bec62b3b-040d-4481-b0cb-7b6bffdf3078 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-12T00:08:50.513024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.513024Z digest=sha256:be89d057c7ea9910f1bdf72657b0521259d6274a782b3004c4265f3bdd5a0946

Observation 67470450-c461-43c8-bbb4-e8e950b710f9 · outbound

This paper cites an unresolved cited work.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-12T00:08:50.644864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:08:50.517789Z digest=sha256:8d8b57c17bdfd27b6858f1577404d12b3249c0c2420e40aabcf6f20cd68d05cb

Observation 2bd8b55a-0770-49f1-a577-4e669aa6d2fe · outbound

This paper cites Science 334(6055), 517–520 (2011) https://doi.org/10.1126/science.

Iterative variational learning of committor-consistent transition pathways using artificial neural networks Science 334(6055), 517–520 (2011) https://doi.org/10.1126/science

Reference 37

Resolution
malformed identifier
no resolver link, observed 2026-08-12T00:08:50.549036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:08:50.549036Z digest=sha256:64db2f2ba4af8f36feccf55a68f57435baffc9d503c09b1e630036037fd47ef0

Pith citing papers

No inbound Pith citation observations are available.