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Paper Citation Record · LEDGER

Harnessing AtomisticSkills for Agentic Atomistic Research

As of 19 August 2026, this Paper Citation Record lists 100 of 125 outbound references and 1 inbound Pith citation observation for arXiv:2605.24002.

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

pith.paper-citation-record.v1
2605.24002 v1

Coverage vector

measured 100 of 125 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T17:57:24.154337Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

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

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T04:47:57.575546Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 125 outbound references displayed

  • verified exact12
  • verified fuzzy37
  • unresolved50
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b942f59d-f669-4480-8926-c343d170102d · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.168699Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:dd7f7519cea396ed5932eacc2e645389337f18abd869d0dcffe1ad17fb0ef773

Observation 87923cb0-e35a-48a0-994b-763499a511a2 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.137237Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:c651fddf9df798c13190cf577ea10828f9c5f9c89717a17e3f2287b9eb032ecb

Observation 7ddd3bfd-3191-4653-9170-f4830ea46543 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.145023Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:d34075436bd6c049fcb6b8c68646702df01cc6113186133ab100997e746853e3

Observation bd6611ce-5257-4e19-a3a6-84ffa0451152 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.160650Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:3a30b276931b3fe5a0db35c90557df6c7926197b3bd3fa0b2dd58c7825b331f1

Observation 74a09399-932c-4669-93f6-1e32e7c09432 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.122800Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:b1f98d29519a20ff7b37520a6d8c169e4c72a3ff6f4e535a74d9576a912aa889

Observation 789be00a-b602-44fe-abcf-5204ac3c2e2a · outbound

This paper cites Curtarolo, W.

Harnessing AtomisticSkills for Agentic Atomistic Research Curtarolo, W

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.125657Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:cc48389bad55e7780196898bc3c20113624d2d87a03be6294f10c34196c9154e

Observation 5e6c379d-3929-4617-a1e0-fdfeed59d9ad · outbound

This paper cites Uhrin, S.

Harnessing AtomisticSkills for Agentic Atomistic Research Uhrin, S

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.144670Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:7249253522600468789f064958ab164e7862229fe97e85b187d19a1a0b361673

Observation a881b8bd-928b-462c-8911-00dc3324bfaf · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.147256Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:37dd0a90bd571fd85b25c80bac49b06d7d305bd3da7d18f833527902ee185cc7

Observation 79ec683b-b4fd-413c-a94f-9f1060832a4f · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.070922Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:1de04bb274d9de2294eff83d1771f4d8bb0a6c7b6f17efe4545249eb3fa304d4

Observation 648e1c95-140f-475e-ad9b-4660eaa12e17 · outbound

This paper cites Weymuth, J.

Harnessing AtomisticSkills for Agentic Atomistic Research Weymuth, J

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.142258Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:d5633d5f24bd1ca0606cd5eac25734acc28e649108cfe84728335da35ffcc017

Observation aa60b7bb-4172-4c5d-9cb5-4f0e3032c8b2 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.078734Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:3db961d825df8885fcc086c5b704a65a1537124e04b8ef03f93fe08742543870

Observation 5a313a42-516f-453a-9e70-4e00bcc8628f · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.094038Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:ac6c093d93aa04b2825920190a089d44f2715638ca2361cc85f030f65e4da408

Observation 365bbe44-55c6-4848-8818-39ded9c932d2 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.112815Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:f5eab890f29a1f0eb6fa1c78633c3f2e7e648af03bb75c1a4eb3fe8054256a9d

Observation 0f2913c5-6bc2-4241-ba38-1b64f7b6cc6e · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.163484Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:0b02966ef5051c9b8b3232c1f39fe171d48dd4043bed4569fcf531a1616146a9

Observation 44df8bfb-4d3c-4f0f-ac61-8ad3c88a09e7 · outbound

This paper cites Zhang, Z.

Harnessing AtomisticSkills for Agentic Atomistic Research Zhang, Z

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.230804Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:42aa0ef80b59a1ae530ebabf9d178fb2a5f797ad7b3a6703b4de45d7f447aef1

Observation cf0d0dd8-b917-468c-8dbd-e6ff1cc06971 · outbound

This paper cites Chiang, E.

Harnessing AtomisticSkills for Agentic Atomistic Research Chiang, E

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.227422Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:3649f6fcaed80b9e3f67bb9449f8883f9f7cec20271c37ea337730a8b7c9b68a

Observation 8b632ad7-203b-43dc-81c2-a31b36788efc · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.249486Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:94a032f3469ff7d21fe1ce3ce90dedfdbcb1b1747678a1fa423b85354b67b5f8

Observation 78b4ec53-46e9-4fcd-8c04-221c3d51faa1 · outbound

This paper cites Gustin, L.

Harnessing AtomisticSkills for Agentic Atomistic Research Gustin, L

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.258679Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:16c1b0a43b3105f9cdb83bfa005553b930b885556a7763478566d0998d4b7e2e

Observation cc09faf0-aae8-48b8-8bbb-38712d874b42 · outbound

This paper cites Marwitz, A.

Harnessing AtomisticSkills for Agentic Atomistic Research Marwitz, A

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.209776Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:ccee7f863bec631356270eaa8ac82fd2f89608576cb9372c9c3f370d90cfa73b

Observation 26a03ec7-ad07-4ca2-9191-c092a2bdab5b · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.212464Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:789fb5322041706545bb4297844b389219736f887f5f03ec4904f46f2aa8b917

Observation 9c883333-092c-4d84-a126-9c48de1f80ab · outbound

This paper cites Ghafarollahi and M.

Harnessing AtomisticSkills for Agentic Atomistic Research Ghafarollahi and M

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.218519Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:4f03ae624e5ae9bf9a24b5357d96fad6284824a6dea1ebf9faeb656190972f8c

Observation b75f41b6-7a0f-4715-a7fb-e6f7fc34fa00 · outbound

This paper cites arXiv:2505.08195 [physics.comp-ph].

Harnessing AtomisticSkills for Agentic Atomistic Research arXiv:2505.08195 [physics.comp-ph]

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:04:58.370541Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:78daf1c3237f2b57d7fd97526ae722f794a9de18b013c86efa8afe618c0c0cd0

Observation 0cf9cf04-13ab-4d80-b77f-0f9585257d94 · outbound

This paper cites Mitchener, A.

Harnessing AtomisticSkills for Agentic Atomistic Research Mitchener, A

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.232679Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:6e6918e61776bdc2a2593f8f7c822046f7ca325c9d79314548f9db428e6884e4

Observation ceae13a8-fc0e-41e3-8f3f-0fc0e5f7ef40 · outbound

This paper cites Zheng, N.

Harnessing AtomisticSkills for Agentic Atomistic Research Zheng, N

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.259249Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:9318434a7a4e501b4efedb57b00a7afcd8b2be167075d9c098e9a6dd25c40694

Observation 78e2bf5f-df11-4b6e-9abf-9c63556c64df · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.261855Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:1b34791d698944f61b8ab7e60e86ea843e01644982b6af121ff67a5a00db07c2

Observation 975bb8a3-905b-447a-aab6-d009506e1dff · outbound

This paper cites Bohrium +.

Harnessing AtomisticSkills for Agentic Atomistic Research Bohrium +

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:04:57.321105Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:7075a02a13ddb122e19ec80c7f4681cd5c34d90b4aae4d2bc26eafadc0bb70a0

Observation 563ece88-3666-4ecf-86d9-652df54d88f1 · outbound

This paper cites Ruˇ za and R.

Harnessing AtomisticSkills for Agentic Atomistic Research Ruˇ za and R

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.209402Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:dc5acb07fc150324e807b7830888e5fa10f743007a63a3358867080d8ba53562

Observation c87bcff3-023a-4474-8280-1de4543c1b8e · outbound

This paper cites Soleymanibrojeni, R.

Harnessing AtomisticSkills for Agentic Atomistic Research Soleymanibrojeni, R

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.270975Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:501096b3acf5c0ceeeace2a52579cfdfea11434661c1eb40bb9a0d127f7b30d0

Observation dad2368a-a2ec-4e64-b189-134381eeefc5 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:04:57.318593Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:3f635d1ef5d13463d45c8ac6bc5058587bb581a33de5835ce68670891b36e48a

Observation 6a3a12d9-9612-4100-8572-f40d8cb347c0 · outbound

This paper cites Chase, LangChain (2022).

Harnessing AtomisticSkills for Agentic Atomistic Research Chase, LangChain (2022)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.083284Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:4954b56c1493cef91a125e800d9fbf78e6476a2e2294416db2fefff6dbd86d77

Observation 745afd75-9ca1-4eec-8a4a-f8a53a763e10 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.040388Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:ff7eda44c76fb1ffc62002d0a521bb0d9b1555fb9ddb7743c86d5d9c2141d927

Observation f32dd5fd-eb9e-4bb2-b74a-2adac56fd1da · outbound

This paper cites Gauthier, Aider: AI pair programming in your termi- nal,https://aider.chat(2023), open-source software, https://github.com/Aider-AI/aider.

Harnessing AtomisticSkills for Agentic Atomistic Research Gauthier, Aider: AI pair programming in your termi- nal,https://aider.chat(2023), open-source software, https://github.com/Aider-AI/aider

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.075577Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:f6e10904f22c2afa958e11f9c0d314c7dcc6d17dcab6dcfc2af41e54d48d040d

Observation f0bfa86e-2e9b-46a6-8f8f-a4c5939aed0e · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.067927Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:76244f2d85f3392862218e4bfd9097056d062d58f253f9658f4963894ced1ed6

Observation 754a91ea-d63d-4bf8-a73e-fe5516c5c1c0 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.097398Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:5529a7970e6d22e6b5e6e1d404353d0170983c8eab9467ef8f5e036677ae230f

Observation 68581e2a-d79a-49f8-817a-a4f69d2bb848 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.121079Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:a47eb46bd0007ee1924fd7cb414a6468216f4f37e3617feb6215fd9d35443a39

Observation 75201f3d-4fb8-4ec1-ad9e-b8586ddb28d8 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.161262Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:4e0a859d7f91b01fdc032c55dc74a9a9c0d173a69ad50b1bc9a7c7c7e580bc63

Observation 6c60be6a-1821-40fa-8631-d6c06963ce45 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.252629Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:076716205e2e38b31a527b62c1629d7c55bc72776fcbdd88357f3a1fdbdc05b4

Observation 96736c3d-a6a6-4845-ad07-020caaef9428 · outbound

This paper cites Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering.

Harnessing AtomisticSkills for Agentic Atomistic Research Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-06-30T18:04:57.313727Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:b65d42fbf52b91fe3ac8a9d666182e3d641b7aaad15fd9e27f53622a0f033eac

Observation dad501da-dcff-4977-8549-e3c0e26cbba8 · outbound

This paper cites Kapoor, B.

Harnessing AtomisticSkills for Agentic Atomistic Research Kapoor, B

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.009877Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:dfaf4dbe3eeff5f75b99896cf167a0f8673b8565ab85e56e9a5283df4b2e8a4d

Observation ffdf4032-110e-4f5a-946e-ab274d9e73a9 · outbound

This paper cites Kapoor, B.

Harnessing AtomisticSkills for Agentic Atomistic Research Kapoor, B

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.020343Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:93918bdd640bdc3456acfc1bc45a94d3bbb035348481f8946905c93071143b2f

Observation 7e0fd34d-208d-4e78-b28f-5a3f4353b24d · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.027509Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:a94b50249a809f30a711931eebd2a453d784d4c6c19dc3c85e717860d4b094a9

Observation 5a9509f2-9bfb-400a-8a95-26bcfc9672ac · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Harnessing AtomisticSkills for Agentic Atomistic Research Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 42

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T18:04:57.316068Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:2de3edba3053f46699a8ace582c3605174ad9a8e01b9fcef78f6bebfa7d026cb

Observation c4fb69b1-92ea-47b7-9b63-aa4754830616 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.103344Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:4ac5a4ad2a948c2606f5852b2581e73c34eb3122a19271f17e8be79f87c17aa1

Observation 1f93fd49-1eaa-4804-bf36-d44bbf0ecb0b · outbound

This paper cites RULER: What's the Real Context Size of Your Long-Context Language Models?.

Harnessing AtomisticSkills for Agentic Atomistic Research RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-06-30T18:04:58.372905Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:65ab674b9c14bf0c7cf5fce0758529a396455a8325d2ee479be8f1179f6c5385

Observation 279ed256-65b9-4ad4-a69e-2e9d79d3a407 · outbound

This paper cites Modarressi, H.

Harnessing AtomisticSkills for Agentic Atomistic Research Modarressi, H

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.251399Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:da4bc9fe31b45ca5a7d37ff5b73f846c62a10b0bcc54735f20b12a37a425037d

Observation 983e9ee1-ae61-43b5-b13b-d6ab8bd02323 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.256355Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:e1704e754baf16d619f100acd665893c49eaf62a23da355b979e9d4b72f01715

Observation eafa56d0-ee40-44e2-815d-18a7296f1f00 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.255171Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:0e99982164641d6ba00f322201182bee30b69a6037470e1027203ecf7f8644bf

Observation a61be84c-695a-4b50-abc8-f3020aec22dd · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.249178Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:1ad0924bb619e2843c16b914767aa1d15c6bd82ee8b15c9290b60f0268cf96da

Observation 7a3a3be1-8361-40c7-b6bb-f22c9940826d · outbound

This paper cites ToolUniverse: An open platform for democratizing AI scientists.

Harnessing AtomisticSkills for Agentic Atomistic Research ToolUniverse: An open platform for democratizing AI scientists

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-08-11T01:16:07.863043Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:741d2e5c690abe2c92d0f555034e3599edbf6db21137d9bd4a15c2f77d8fdc41

Observation c412f157-3649-497e-9c70-1c60cf5ecf3a · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.264536Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:f5225a2f8cae994c2d3e1bff742b061d2ec295dbac6d57cdc5cb477a3411a5e4

Observation 04d4a82a-5a6c-479a-a7e3-2a8be69a40f6 · outbound

This paper cites Zhang, L.

Harnessing AtomisticSkills for Agentic Atomistic Research Zhang, L

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.222097Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:7a4a475c2d478c34d9c1db0bf5735db9067a35df64dc394ebfee9c6357c63515

Observation cda45e91-97f1-48f0-acde-1623c771dac2 · outbound

This paper cites Ishimaru, S.

Harnessing AtomisticSkills for Agentic Atomistic Research Ishimaru, S

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.221535Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:8296bd6afc84e014fd0e82de26fe31eebbdfff505721f07f7c4d6f3218cb0bfb

Observation 7cc79170-c5b9-43eb-8947-27a88f4aa579 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.235424Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:001f6afe23427d4240b0ee8dacc88dc01ca9cd121dcc9be0a8858c4a656065b4

Observation beafba02-c5e9-4649-a9e8-06df97c27a88 · outbound

This paper cites Uma: A family of universal models for atoms.

Harnessing AtomisticSkills for Agentic Atomistic Research Uma: A family of universal models for atoms

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:04:57.310936Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:b232b4ced3637025ed78b4128066f4b4b1b755e3c4eacfe083efd7b3a12e7cb8

Observation 16b70b1f-d2a5-4500-83ad-dbd709818c84 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.266499Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:e8bf240634e3e6b8da3ab8a6ce76d3a0029d53665b6ab9eb1ea6d0498b32a3ec

Observation 91ab1b18-3697-4983-8257-d390815aee0d · outbound

This paper cites Batatia, P.

Harnessing AtomisticSkills for Agentic Atomistic Research Batatia, P

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.211625Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:8be21f4ff69ac99504a398ad0e6dd270e9c23f6f0655559c69e91b8308721ee9

Observation 6a2f5cd7-c234-44f2-8a4a-d6a6421ba30b · outbound

This paper cites Barroso-Luque, J.

Harnessing AtomisticSkills for Agentic Atomistic Research Barroso-Luque, J

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.195601Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:9b8cf7a96e0978c71a2d5304585b2cf5971f46154aa31f717b78df4c1dc533a8

Observation cc19749e-f489-48ce-83dc-bda29d23542c · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.214240Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:d27614a8fe54fbc8ee362230387826e024483692e788785623e125028c8c7ec7

Observation 78edc8bc-9629-45eb-b1f4-cfc2c16b154d · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.197597Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:8c688cfeebdbfc7817f778b8af20e589a516633b0a4479d22bb3ed8d1fc6a21e

Observation 15d4d4ac-844f-4d47-8b55-6b19234f9545 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.204071Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:74c60178938e61995f2a5ed477a46d4681dcccacfcbd92c402475d73ebc35504

Observation f60a59c6-c616-4e9a-b77f-24e57958d808 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.264048Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:3cc0f61e281a55dcbbd9b684e84726d899caa308f3cf1580d07eeea23d411294

Observation 8b96464a-6473-493a-aa90-74fb860fdfed · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.176062Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:19b1a1dc3321a9ae812eb5ad6b3c3f2bfae64da16181963e5c1305db95faca0c

Observation 1fe1b8c9-c9f9-44e3-b941-b61dd888edd8 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.173893Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:caf5a901f39f53b63b66a41a94fc2151db3ae1106c349d701b9789b657248e64

Observation 1fedad30-aa3b-4e6c-9088-72b0cbacbb6e · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.180761Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:a2ff8dc79f2746d86740c643e655ef2a44a605a4392bac3c7c9ae88be9fe403b

Observation dc1ff502-6d90-4afd-9716-e83f29e6f8e1 · outbound

This paper cites Chen , author D.

Harnessing AtomisticSkills for Agentic Atomistic Research Chen , author D

Reference 65

Resolution
verified exact
doi, observed 2026-06-30T18:04:57.308032Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:70da8c85b069b3c21474a4e41b2cd08a6607b5c3ff10b17a6b61323be51ab64d

Observation 8a8b271b-df1f-46c0-98be-03afcb438e83 · outbound

This paper cites Majumdar, S.

Harnessing AtomisticSkills for Agentic Atomistic Research Majumdar, S

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.168437Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:25e54309a84035599905592ceeef2543d644e426ab07a2e91ec3708f460dea02

Observation 9cbdf979-3ec9-4107-b3ab-d2f6b37422c0 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.170785Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:6c29e4ac09a45c69a9f7b1c9c38327b83183cb1dbf73d83d668a77e96949f60a

Observation 06355085-9af1-4468-a458-56f283588d3f · outbound

This paper cites Kang and J.

Harnessing AtomisticSkills for Agentic Atomistic Research Kang and J

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.165814Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:6f803c37bad1e411177009ea9e71b7e6c9eb51a1d22fd61863da2ed934ddc829

Observation f2254b50-a0a3-4dfe-826e-d9b7261597df · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.182974Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:4702955937e453c60c815c17cb118c185bfddf37a3e17ed5d92fa80676ea7b06

Observation 290d9340-1ebc-4342-b9c4-9634871bc628 · outbound

This paper cites Burner, J.

Harnessing AtomisticSkills for Agentic Atomistic Research Burner, J

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.191575Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:b936484cac420f17aa74677229a7a11ef1381d113f44594c47aea5594b84b5dd

Observation 4a647068-1535-4339-a7fd-24ada54f3c40 · outbound

This paper cites Widom, Some topics in the theory of fluids, The Jour- nal of Chemical Physics39, 2808–2812 (1963).

Harnessing AtomisticSkills for Agentic Atomistic Research Widom, Some topics in the theory of fluids, The Jour- nal of Chemical Physics39, 2808–2812 (1963)

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.244406Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:d277b9a63eb92841781fc12a73ea66712e7d02144e28ac0c95658f33afd61cd4

Observation d953b980-1565-46ba-9452-319fd2e7d4a4 · outbound

This paper cites Kumar, D.

Harnessing AtomisticSkills for Agentic Atomistic Research Kumar, D

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.155675Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:428fe2ebae70357c5b2e912efc40e02f339a6ae247851dca664bbd4d515b91e2

Observation 54eb3f4a-3117-4e57-bc52-73bf73723394 · outbound

This paper cites Samanta, A.

Harnessing AtomisticSkills for Agentic Atomistic Research Samanta, A

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.174785Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:ab882c4f545a38fbe85a3d2c597e911bdf42818db2eb1b39c34fe9d3e4cd96cc

Observation 6ce84162-ec39-4dcf-9d26-68ebe22bfdfb · outbound

This paper cites Jiang, W.

Harnessing AtomisticSkills for Agentic Atomistic Research Jiang, W

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.131634Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:24cd491e44929b3cc7317178dd31504147096dbb5d644f68f06d926d7713f54c

Observation 033487d1-ecd7-4ed0-80eb-bc400daceabe · outbound

This paper cites Chen and S.

Harnessing AtomisticSkills for Agentic Atomistic Research Chen and S

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.158142Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:5068dfc56883896c45152635a78b50e24ad6d94d2919de0d436470e30214536e

Observation 35a87232-6c91-4e3b-b0ff-34e157b19ad3 · outbound

This paper cites Jacobs, D.

Harnessing AtomisticSkills for Agentic Atomistic Research Jacobs, D

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.090992Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:b41b7f9d599bb8a76823fb289b8be440e34830d447b4362a10a96b9ff1300b55

Observation a50a0e20-5699-4bce-94f1-32100219c9e2 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.207219Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:da67aff474a504d96436627a5b9e0c833875082e86f80904f941c535f772a8ae

Observation a47913a8-378b-43be-a129-d16d5e1d8f20 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.204757Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:bac92e8ab5dc361267aacf63affd7d51af9661883529834d428082841d99b3f7

Observation 6d583766-81f6-4f66-9f13-62750771a15e · outbound

This paper cites Liu , R.

Harnessing AtomisticSkills for Agentic Atomistic Research Liu , R

Reference 79

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:04:57.297595Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:4629fff26c3a795217d96a864859a4f47f4af11e35fa875f051e09ac6b602985

Observation a22b9519-65c9-45a1-9cfb-1559f31273ae · outbound

This paper cites Self-conditioned denoising for atomistic represen- tation learning.

Harnessing AtomisticSkills for Agentic Atomistic Research Self-conditioned denoising for atomistic represen- tation learning

Reference 80

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:04:57.300232Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:289038bf1e19d8364313173ab321da4a3f8803a0b06af18b3cb486d41ed99d68

Observation 6f2134f5-41f8-4772-b054-0a935d83f37b · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.087651Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:676680b8103fb8e756190afba14a96174a3e7d61720f6e893ddbabca2e2aadb4

Observation b0d84f14-68a0-4507-97c7-c8fbd7ddf163 · outbound

This paper cites Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations.

Harnessing AtomisticSkills for Agentic Atomistic Research Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations

Reference 82

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:04:57.333440Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:591fa524ccf61876c57e3b902768dea8c0df26fc9ca5c00a759cf2adbaf960c5

Observation 1a10bf56-0490-4a0e-932d-3710ae07749c · outbound

This paper cites Riebesell, R.

Harnessing AtomisticSkills for Agentic Atomistic Research Riebesell, R

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.103641Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:a7f21643157efc42278b38694c5986f203f3ee70b2a409b19f48ea95a868c41c

Observation 5d25b010-a00f-4fea-bd17-c669c52a44a4 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.123961Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:7fe86d6b59e2cdf0d2771dbf4cb8612f7c362812cc8086ef746d02b09b0a0d47

Observation 959cffb9-545f-4dab-9a4b-e4c35f415ba2 · outbound

This paper cites Lahouari, J.

Harnessing AtomisticSkills for Agentic Atomistic Research Lahouari, J

Reference 85

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:04:57.306233Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:f9a7109e0ac05a52c01ab42569d56cefd3f9f3076eede87d0e63563c8fff820f

Observation 34016d60-0a21-4959-b77a-292a092f1f06 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.130359Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:43f32683b270952ed0847d3d3c82d4094fa3652d26b6b8426fac1cbe3cd0708f

Observation 32ca87e3-0898-4af4-8a52-4ca090051ef7 · outbound

This paper cites Lionta, G.

Harnessing AtomisticSkills for Agentic Atomistic Research Lionta, G

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.181661Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:c6fd9e1b350bae1f57ec313b5e6fb9b9d95ed201671be9e20df056bb04a13c46

Observation 771e55d3-e8d0-43ea-a8ad-919cbed8ca88 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.233204Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:0532d7d7b5751ae111ed6b3bf24a01bfb199215843ac35977e446e67ea52b907

Observation 2108b26c-d57f-4a6b-95f0-190ab281d0bd · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.246609Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:d925841fc26d523e427bdfea4164d800172dc7f9a02f3c299e861cc24ac4446e

Observation d67df42a-9a63-463d-8a58-93881b6ac585 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.071807Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:e4b54518e55d2981b6a9ee0eacdfc2be4577e8f8b5bebf8a6809cb29aee46901

Observation 34eb40b6-d3b8-467c-a335-3930c4f3eb24 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.238282Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:53714ca19a6f1299f3a6a85c4558c4d3c5f7c425b58e8b7831b26ef9b1f754af

Observation 38d118e8-c3cf-4c9c-a40c-806dd4190ff7 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.235764Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:8ebebc64776ed55a42f73f31a61913b34481f3099e67b81e800d02b9dd927fc8

Observation f4b8d47d-ed8f-4ad5-be81-fccb5bca16d3 · outbound

This paper cites Riniker and G.

Harnessing AtomisticSkills for Agentic Atomistic Research Riniker and G

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.240948Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:21a87a8ff103392d6b7a547b743c5395368033c49ae42a2db2b6ed4990d7928d

Observation cb5151d7-4eb5-4790-bbd9-e81aa3323490 · outbound

This paper cites Santos-Martins, Y.

Harnessing AtomisticSkills for Agentic Atomistic Research Santos-Martins, Y

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.243860Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:e0cc0dea69e4a05faa8f0bf96c53afffa88cb38a3a97054219d8b70086e88fcf

Observation 58223079-09c0-4db5-b54f-a571984a3460 · outbound

This paper cites Trott and A.

Harnessing AtomisticSkills for Agentic Atomistic Research Trott and A

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.036871Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:4c58ba24bd0a8ba67b0a1f3f7fe90af12c0c443278a1a33e7b3033585bc9eada

Observation 6d274435-3010-40ab-9eca-9dec95849073 · outbound

This paper cites Boothroyd, P.

Harnessing AtomisticSkills for Agentic Atomistic Research Boothroyd, P

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.041700Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:b64ff54d5ef20ea7a2cf1bd36ca2205601ffbef299715cd5ca6dea559e2b0f2c

Observation 24580633-cf03-4503-b6ce-fe3f17ac98a2 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.080600Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:0c2de057dd4fbc648108fed6fb5c46bcb82a99e61ea9738ce19c91e69161013c

Observation c068e297-4578-4bd7-be9c-70db73f10565 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.026178Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:5b01ab4f8b91c7ad0e204a185dbee6bdcd851a95b381d947f9fabfdd243d2c28

Observation 19ae5535-f8de-4577-88cf-60202a111f32 · outbound

This paper cites Eastman, R.

Harnessing AtomisticSkills for Agentic Atomistic Research Eastman, R

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-07-08T06:44:41.033025Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:fbcc69ae6d615041c604329fa4198879273a5a3dab0e895c2d694bae14abf689

Observation 1ea64869-8966-471e-acd7-bcb85dbd00f3 · outbound

This paper cites an unresolved cited work.

Harnessing AtomisticSkills for Agentic Atomistic Research Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-07-08T06:44:41.139748Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:69f5dbeb3ccdbc9f27d6b7b0018633216f4dca4f061d169698381bf15844c15c

Pith citing papers

Observation ca4a3b73-69d0-43b2-8a61-50a25e71be3d · inbound

Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents cites this paper.

Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents Harnessing AtomisticSkills for Agentic Atomistic Research

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-13T04:47:57.575546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T04:47:57.575546Z digest=sha256:6473c54814462d0041b983285db7368bcada3a96aabb043ae8ceba00bda4a3dd