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Paper Citation Record · LEDGER

PAL -- Parallel active learning for machine-learned potentials

As of 15 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2412.00401.

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

pith.paper-citation-record.v1
2412.00401 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:29:46.670328Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

69 of 69 outbound references displayed

  • verified exact1
  • verified fuzzy41
  • unresolved27
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 20d49f51-de34-4918-868e-d1e5f0842909 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.363847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.461445Z digest=sha256:12b1e3f1188c98bc9f1070603558ed96ce98aca1f9126efa0370fc3c4064c907

Observation f861c279-88df-4d0d-81f8-074d24fedec5 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.356879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.464855Z digest=sha256:9e02ab7960f2c3a5dde02491277e61f7e14d792cc9534b1682aaff94c8815570

Observation 034ce619-7849-439e-85ff-acdb65140908 · outbound

This paper cites Settles,Active learning literature survey, University of Wisconsin-Madison Department of Computer Sciences, 2009.

PAL -- Parallel active learning for machine-learned potentials Settles,Active learning literature survey, University of Wisconsin-Madison Department of Computer Sciences, 2009

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.349304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.467895Z digest=sha256:839bfed40599b7de15d2a07e3092045a1ce212721d8e180bb5e32b62136130f6

Observation 4a18f57f-6c7e-4af9-b27b-8b1a6a8879ec · outbound

This paper cites Settles, Active learning and experimental design workshop in conjunction with AISTATS 2010, 2011, pp.

PAL -- Parallel active learning for machine-learned potentials Settles, Active learning and experimental design workshop in conjunction with AISTATS 2010, 2011, pp

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.341752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.470953Z digest=sha256:869622c0c4c534b2d0f1e7c780dc6b55fb773f4f0a9a959e2249e54cc77d3825

Observation 13069f15-d5db-42b6-abce-c9a29f50724d · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.334297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.474338Z digest=sha256:fa61805672171861062ea4ba7f91efcd68332a56dcef5b120298efac46965327

Observation 883dd3ce-05d6-4888-91fd-ed4679e059d8 · outbound

This paper cites Behler and M.

PAL -- Parallel active learning for machine-learned potentials Behler and M

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.326389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.477712Z digest=sha256:b44c8cdc4ffc9f6eca2ec78218f9c40d50ffd61b043f8ec1360119e6bb026e34

Observation 5c20007e-c3b0-49dc-8149-8bdf7a08a7c6 · outbound

This paper cites Bussi and A.

PAL -- Parallel active learning for machine-learned potentials Bussi and A

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.319434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.481054Z digest=sha256:fb6789dca422b90d4ee3df6f0c0fe1101efd7ec127c37bac288168dc03bf5bb6

Observation 6efcec25-1bc5-41f3-8d71-fb6f39084876 · outbound

This paper cites Friederich, F.

PAL -- Parallel active learning for machine-learned potentials Friederich, F

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.311992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.483746Z digest=sha256:3f0a16d1d2fd4d302e25a660e0531847a1fd3e2fbf56517c67cb3600a1067445

Observation f47ac08b-ebc4-4379-89da-a2434fb49f89 · outbound

This paper cites Behler,Chemical Reviews, 2021,121, 10037–10072.

PAL -- Parallel active learning for machine-learned potentials Behler,Chemical Reviews, 2021,121, 10037–10072

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.304723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.486892Z digest=sha256:03e0b1440eb19ef9c2dba09960dd1caed17429c668984ff7e335d0971500934c

Observation dcf494d5-4d7a-4907-91e3-b71896825043 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.297794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.489814Z digest=sha256:c58532e31323777daa1fb07ba1ac53615714dfbea60278a256fad1e16ba1278b

Observation de63550e-a4d7-4149-b13f-dd862ac2a15f · outbound

This paper cites Batzner, A.

PAL -- Parallel active learning for machine-learned potentials Batzner, A

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.290684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.493061Z digest=sha256:09f616c7a33f99f1a7a4327f00ea23cede21fdb4a65580ec1e4f4aa1b85020e5

Observation ca6864eb-8896-4afa-b0ff-b63e98869009 · outbound

This paper cites A foundation model for atomistic materials chemistry.

PAL -- Parallel active learning for machine-learned potentials A foundation model for atomistic materials chemistry

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T05:29:46.496657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:29:46.496657Z digest=sha256:a8d8846cc650cfb039fe7f69236ad91c2aebd00cd93394191b5ab70b0f8915cd

Observation f9d03604-5499-4568-8ae6-a42adbf45ac7 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.283918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.500534Z digest=sha256:50dd12d618ba7ea1d848f72fb2f5da6700ae908981ab5324886d780eb265903c

Observation bbb8c3fe-1fcc-48c4-adb0-7bd0641c0c96 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.276516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.502985Z digest=sha256:5a8a867a7fa1ff1261c4221bd367bade61426127a3561a9c9b608a9124b93e8f

Observation cafa9f52-4cff-405f-a358-78c53968ae68 · outbound

This paper cites Topel, A.

PAL -- Parallel active learning for machine-learned potentials Topel, A

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.269792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.505978Z digest=sha256:a23bd7c33d1349a2d00e53b7b3bf3d1dc58cb588e4367bdc3ca298f2e0825cd0

Observation ad1200ad-1c6e-4f44-9c2c-c4ea05db63de · outbound

This paper cites Sasmal, M.

PAL -- Parallel active learning for machine-learned potentials Sasmal, M

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.261645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.509211Z digest=sha256:494bfb242966e2e393bbae047f1248d007c88e5a76146dab82a5a543a7e24c65

Observation cc1b3af2-d647-474c-85d4-04d1057b7c0f · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.254587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.512458Z digest=sha256:3c0fc0adbac6f8d67213df741c6e5b14a35b1c0ec5a2040b82eae1a736cc0cdb

Observation f730c694-4f4e-4b70-9dcb-b087a8c8d065 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.247318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.515907Z digest=sha256:15259c91d1e669c13cbc40ad8d7fe198c39ee1843c7c5fec7a1fe6d64e0ed488

Observation b4bf50fc-7f9d-494f-ade7-3d19bc0d10fc · outbound

This paper cites Vandenhaute, M.

PAL -- Parallel active learning for machine-learned potentials Vandenhaute, M

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.176422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.518487Z digest=sha256:bd6ab902d4df3b3d1f1d648456f3d68d7cfd34d6dc8bfcc20255bb1ad1b221f9

Observation 2eed37c8-6e32-4cf7-833d-8f618eccce30 · outbound

This paper cites Vandermause, Y.

PAL -- Parallel active learning for machine-learned potentials Vandermause, Y

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.160641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.523963Z digest=sha256:0501d2d00c6abcf63b565900960f74411ebe21b3930f996614785046ae23db7d

Observation 16b15a2f-226a-4548-9b40-c2d9c3754625 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.152787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.527163Z digest=sha256:47694a12e4714f8e74123ef47664de07f7dc8b2fef2a32a731c610d5a154fe62

Observation 5e4e821d-a387-4de6-993d-cb953a55a1c6 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.145137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.530205Z digest=sha256:dc7f9fc16f0bacc1121adc098cbc45b55494e830ecc22da0c1bf35053bedfbb8

Observation 777bf3aa-6605-45be-8bf4-aa426421a0f4 · outbound

This paper cites Jinnouchi, K.

PAL -- Parallel active learning for machine-learned potentials Jinnouchi, K

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.136805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.532935Z digest=sha256:b0d42d35f070b0871bc9c725965d6c1142d2ca9fc2db8b1c5b8681f40826e655

Observation 85ef3d53-23cb-44e2-93c7-760d32071dee · outbound

This paper cites Vandermause, S.

PAL -- Parallel active learning for machine-learned potentials Vandermause, S

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.169139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.535554Z digest=sha256:8f9edde1e758cc106954990cdc132cb94d269ea0f48418bf9a44f5162219cdf9

Observation 6bf755e2-5609-40a7-857a-c32c3ec281da · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.129645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.538359Z digest=sha256:07cb159aa5ab4e639606a2534dc7944fa60c42fa3b2cfb7d16e3f702579604ad

Observation d484a365-5e8c-4b22-86e4-c32a32bb7192 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.121548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.541798Z digest=sha256:856c18b7472b551972675df7958de61a6e17dedbb352d2abe239e9f22acf4524

Observation 9d170172-9ade-4ad6-a331-7842cdb5df1f · outbound

This paper cites Saleh, V.

PAL -- Parallel active learning for machine-learned potentials Saleh, V

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.112686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.544401Z digest=sha256:0c338bfb0df0c4c536045bd56200ee0b8abe10ea353a5fb8768f1e8bc27abaf7

Observation 81912712-85e0-4d03-8221-cb863f33666d · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.103499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.547589Z digest=sha256:1c3ca4c9f31815cb2203589149e5ccf23422347a7e34354b3f830a1df6cb8e30

Observation 9ff86652-66b3-4e0f-9639-9b9f0b15db77 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.096415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.550669Z digest=sha256:e691888d311171a5b37fe79208e334cf6ae460157c041876eb5b07a033b3c321

Observation 7a092038-951c-44de-8ed8-76ed24c440f4 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.088814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.553539Z digest=sha256:215625386b6230295e1a1203aa895ca61263eda8a83ca1ee980c9c252d470018

Observation af2473fb-ee63-470f-ad05-57df398bcb9d · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.081151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.556265Z digest=sha256:5d4f56d3fa965fbf929fe79a21a9063a436972d0849e01217b92c510c0b53a4c

Observation 8e2ea70b-98ab-410f-a398-e096a39cc018 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.072288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.559983Z digest=sha256:04cb351630bb50dd1865924eac207568e0dbdf18bf58b8ded997954a052a3ec3

Observation 4af1f36b-bbb6-4dcf-88fc-26c8f93f37a8 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.065355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.562707Z digest=sha256:0117b55816797f838345037669ba5eb254fd22a6b7115079d2f1daaff2ed053d

Observation ac6dff98-c91d-4818-86a4-1792a75c8d22 · outbound

This paper cites Zhang, V.

PAL -- Parallel active learning for machine-learned potentials Zhang, V

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.056604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.565130Z digest=sha256:879214009e1bb0bf540b58710046007dbaaed9575b04d371da5c11e6bd7b67f6

Observation 55d2cc0e-1dfd-4803-bb7d-32694f60d0ac · outbound

This paper cites Kahle and F.

PAL -- Parallel active learning for machine-learned potentials Kahle and F

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.049467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.567969Z digest=sha256:1ad3b9ca26800cac0a16ae5f8792f1bbefc943bcb960968ac9665e33dcb06639

Observation 21dc6d8d-aac2-473d-83fa-a43ff72f92f6 · outbound

This paper cites Kulichenko, K.

PAL -- Parallel active learning for machine-learned potentials Kulichenko, K

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.042357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.571338Z digest=sha256:a26c3fb2cc365836339465903493d6f53e5b3e2b4b01167905f23caa098b0006

Observation 407c760e-2ddd-4e1a-a0b2-540d12dcb855 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 38

Resolution
verified exact
raw_fallback, observed 2026-08-12T05:29:46.778778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.574518Z digest=sha256:1d07300937853e31c1962a1268ae5f14851828db57408c28735c79a190da9a71

Observation e2c37d6f-35d5-46ec-91f1-14f386456baa · outbound

This paper cites Dalcin and Y.-L.

PAL -- Parallel active learning for machine-learned potentials Dalcin and Y.-L

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.034502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.577173Z digest=sha256:3b54f363ba4600b4b1049fe50b130a90fb861b5e761360e1dae5dc4f10770a69

Observation e83d7524-d50d-4e1c-a395-1d0113be79fc · outbound

This paper cites Rogowski, S.

PAL -- Parallel active learning for machine-learned potentials Rogowski, S

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.026896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.580041Z digest=sha256:bc54c27219ac23a15b496a6b186ee97d38a5fc8465696d8e32767e66569bcc7f

Observation 01f07abf-2462-4626-b8f6-0ea4d86882e1 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:47.019764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.582529Z digest=sha256:8cadf7185ee9b4f6f14d16429a0a491700c125b20482fdafd89a507f44d19f07

Observation 194bb337-2ac9-452e-9b34-203e81f6a294 · outbound

This paper cites Musaelian, S.

PAL -- Parallel active learning for machine-learned potentials Musaelian, S

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.011404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.585191Z digest=sha256:6873f6c25a1b3b0bea0cac94387c3b7c6161b5639c18e6b1a9536f36ae93b6e9

Observation 9e3369da-7d95-4ed8-8fd6-5f4940e70a0a · outbound

This paper cites Batatia, D.

PAL -- Parallel active learning for machine-learned potentials Batatia, D

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:47.003689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.588277Z digest=sha256:d0224d8ca3fa86b9a0d43d0367f0cbe54f634555d55bfd2a0c0cc51533a166d9

Observation c9a473e2-8a23-4fac-a070-4a3165506f63 · outbound

This paper cites On Warm-Starting Neural Network Training.

PAL -- Parallel active learning for machine-learned potentials On Warm-Starting Neural Network Training

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-12T05:29:46.591367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:29:46.591367Z digest=sha256:3ac7c3a474dd1564dca4e7049e8913de6e0462d3592034a7ed9d63d6b2ea20ac

Observation b9df4979-a8f9-4b8b-8e1a-c5a94bc45bc7 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:46.996188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.594231Z digest=sha256:a8be5d0d681a74427a4cb618e8eeb43a993cd7bf27d06714ce24ab098eddcfc6

Observation ffc1b1e1-0942-48cf-aa69-b1bb5bae51b0 · outbound

This paper cites Riedmiller, P.

PAL -- Parallel active learning for machine-learned potentials Riedmiller, P

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.989258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.597205Z digest=sha256:b8bfeecb74b52d764581e8e74302cb68dcd0ac079ecf18d2067626fb49dd3b7b

Observation fb6e3253-ec7c-4845-bb5a-9fbfe2ddeeb8 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:46.982153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.600298Z digest=sha256:c36eb1ba93aa3ed5992b0122961b9f153a119fd4340fde307b7f23a8a99e87d4

Observation 84c03793-4fde-460d-bf33-226a6a4fa079 · outbound

This paper cites Koide, A.

PAL -- Parallel active learning for machine-learned potentials Koide, A

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.974258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.604172Z digest=sha256:8838446c4d84c8040ec268643e6a5d98eff594411b25c7769c6af3e805594f5f

Observation 66906b2f-b453-48b3-946a-09ce7b2e9eb1 · outbound

This paper cites Pollice, P.

PAL -- Parallel active learning for machine-learned potentials Pollice, P

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.966084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.607000Z digest=sha256:4422e9625a26d449a1ba3f8bd980e56051b5b184588d41f9b7df4997a75b6d89

Observation 0409b8b7-1b1f-49ab-bfcf-bfe0f10b02bb · outbound

This paper cites Friederich, V.

PAL -- Parallel active learning for machine-learned potentials Friederich, V

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.959274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.609962Z digest=sha256:1e4174a005697ebef61c25f0ecc1411da929ada1c8711cf7e61e54556ce7ac03

Observation ae0f86f9-1ee9-47e0-9afc-de64fc41e611 · outbound

This paper cites Friederich, A.

PAL -- Parallel active learning for machine-learned potentials Friederich, A

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.950177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.612654Z digest=sha256:465574acc9d09acf9f4b5dd5c0059d54f483f1e3e6f2c5a296025bd92986eae3

Observation a07afe21-3ca7-43d4-9115-327c5fb1cd8f · outbound

This paper cites Reiser, M.

PAL -- Parallel active learning for machine-learned potentials Reiser, M

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.942786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.615584Z digest=sha256:32d8c67e3a83de994e6ddcf2d3f48deee376eb6388ef86e42c485dafdd15c2ee

Observation d199bc1f-da49-4a62-b874-fb0217198911 · outbound

This paper cites Kunkel, J.

PAL -- Parallel active learning for machine-learned potentials Kunkel, J

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.934672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.618494Z digest=sha256:e61668479618165b2d088036d968209f9662c1142ddb58d4611009d98dccc5d1

Observation 6896be69-1ed8-4615-b32e-8eeb7565d392 · outbound

This paper cites Tan and D.

PAL -- Parallel active learning for machine-learned potentials Tan and D

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.927189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.621501Z digest=sha256:9b7bd4cdf32452c5d7e455e98cc30d2ef6746866d72f4a6ffb1fda64baa3a142

Observation 3c15468b-ada7-4362-81c8-7891d7e3829e · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:46.919621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.624729Z digest=sha256:aaaab2ad5cdd46cb60d17d0a6f7f64e50ded6dea5a382a6c1cfa83ab48333a38

Observation 1525299d-b32e-48a5-932e-a86bb99b26db · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:46.911521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.628347Z digest=sha256:d496098e476918d6999d535324330cfb39b624a602c436c23b3b51f5b95331bc

Observation f3281db5-9e63-4be7-98a1-5035e7334a90 · outbound

This paper cites an unresolved cited work.

PAL -- Parallel active learning for machine-learned potentials Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:29:46.902608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.630786Z digest=sha256:e6ad9361671b976df7bfb579d1232382fc79cac171584cfbda3d361698cf5657

Observation 6815df25-e9df-43cf-bff4-77c7086c8fae · outbound

This paper cites Rennekamp, F.

PAL -- Parallel active learning for machine-learned potentials Rennekamp, F

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.893528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.633772Z digest=sha256:a715667d96ff5a4b2de8077c812e66a7ca2b2b65fd24a30bfdad047f0e1879c5

Observation 5e10a4eb-bfdc-4063-a8d5-2826947e4e34 · outbound

This paper cites Ahlrichs, M.

PAL -- Parallel active learning for machine-learned potentials Ahlrichs, M

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.885196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.636341Z digest=sha256:f723ac882fa7fa97b040231912d15099563df5235de711123f36dda21039e208

Observation c65c0106-e5f9-4338-a753-b4ecb0b1a640 · outbound

This paper cites Bannwarth, E.

PAL -- Parallel active learning for machine-learned potentials Bannwarth, E

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.875834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.639406Z digest=sha256:6b9cad2fb45d411d6a89391ba40eec45b7a592be58e82bd52a38e51fd74cc089

Observation ebae44d1-62e7-4bdd-bfc1-225dab8fcc01 · outbound

This paper cites Schopmans, P.

PAL -- Parallel active learning for machine-learned potentials Schopmans, P

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.868160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.642543Z digest=sha256:971903193f484565b66cb11eb84931e6ed49ee629f0f2b2c471aa6dab2b00ad6

Observation a29d7e64-5eb4-49c8-9aed-84ffe04b092d · outbound

This paper cites Eberhardt,Surface Science, 2002,500, 242–270.

PAL -- Parallel active learning for machine-learned potentials Eberhardt,Surface Science, 2002,500, 242–270

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.859808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.645547Z digest=sha256:9e1b8781bf5ce7dae4d8899a03f43e45b74a6bf42f4e3e7e878cfa4ec7e7ae68

Observation d0df0add-49fa-47d3-ae20-7d972ac21005 · outbound

This paper cites Chmiela, A.

PAL -- Parallel active learning for machine-learned potentials Chmiela, A

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.852852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.648982Z digest=sha256:755bcc42b7ab3c703dd9fd8497e95fdda70675922fdb9f75d042180c2999e061

Observation dda676f8-0695-4c3c-a193-892a593f9ce6 · outbound

This paper cites Fukami, K.

PAL -- Parallel active learning for machine-learned potentials Fukami, K

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.844435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.652213Z digest=sha256:895717773657dfedce75017ec4cc51e0c81fa88a6390accecc91f1053502a5e9

Observation a8b81ebb-622b-406d-9ba6-886946dc05f8 · outbound

This paper cites Sabater, P.

PAL -- Parallel active learning for machine-learned potentials Sabater, P

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.834464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.654566Z digest=sha256:c7754c07175bd7853ba719f0f2277b9cbd3812fef174c0e87198d4bb3858464b

Observation bb3a4ccf-025e-4b0d-a2f2-06d171c96776 · outbound

This paper cites Enhancing Computational Fluid Dynamics with Machine Learning.

PAL -- Parallel active learning for machine-learned potentials Enhancing Computational Fluid Dynamics with Machine Learning

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-12T05:29:46.658313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:29:46.658313Z digest=sha256:9ed0f8af826a737caf587da3849b0355b412cba35cbab39621e787d20d48e0b9

Observation 5746a78e-c03e-407b-87ae-7bd54340a4f4 · outbound

This paper cites Duraisamy,Physical Review Fluids, 2021,6, 050504.

PAL -- Parallel active learning for machine-learned potentials Duraisamy,Physical Review Fluids, 2021,6, 050504

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.824243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.661714Z digest=sha256:92694f377e883e9f700bd48b1017f5e1f7b6e3a0f69823d2f6d7b9212db2397a

Observation 61d98fd3-2f81-4aa9-9acf-dc08328d2e2f · outbound

This paper cites Koide, A.

PAL -- Parallel active learning for machine-learned potentials Koide, A

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.815066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.664188Z digest=sha256:b181e4ad0f39f8bd9c7248ab6ee803c7a90156cdf7a0129ed9cc4bafec8e965e

Observation da766a80-afa8-4e27-9022-3480d3dd7f8e · outbound

This paper cites Kennedy and R.

PAL -- Parallel active learning for machine-learned potentials Kennedy and R

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.805329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.667258Z digest=sha256:14b14507756eeca50f80020a59225842dfd7585d0c2baf62f46228b3aade4c7a

Observation 65cabce4-082f-4ac1-8c3e-402880c7ac21 · outbound

This paper cites r e s u l t _ d i r.

PAL -- Parallel active learning for machine-learned potentials r e s u l t _ d i r

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:29:46.795847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T05:29:46.670328Z digest=sha256:8e2d8df94cd38004eddccf0d5e69fd85c840a5eac1f1e33df67c2a5ac87b439a

Pith citing papers

No inbound Pith citation observations are available.