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Paper Citation Record · LEDGER

Machine Learning Force-Field Approach for Itinerant Electron Magnets

As of 19 August 2026, this Paper Citation Record lists 98 of 98 outbound references and 0 inbound Pith citation observations for arXiv:2501.06171.

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

pith.paper-citation-record.v1
2501.06171 v1

Coverage vector

measured 98 of 98 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:11:19.970426Z

measured 98 of 98 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

98 of 98 outbound references displayed

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  • verified fuzzy29
  • unresolved68
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External citation measurements

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Outbound references

Observation 17ac13e2-5b3f-452b-878c-fdcee764963b · outbound

This paper cites vortices.

Machine Learning Force-Field Approach for Itinerant Electron Magnets vortices

Reference 1

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Observation 265f3ef7-f56a-4fe9-a25c-0da2c076ca68 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 2

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Observation f0a9fd02-aa34-4c68-8ecf-5621fb2bddd8 · outbound

This paper cites M¨ uhlbauer, B.

Machine Learning Force-Field Approach for Itinerant Electron Magnets M¨ uhlbauer, B

Reference 3

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Observation 5585b61e-088d-4c2d-94a4-543b0103c64f · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 4

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Observation 702ce73d-b60e-48bc-ab56-7010f2c7acaf · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-10T21:11:19.530935Z digest=sha256:2c6a6fa382837fcd77e4fde18e8f28b93ff0711a1d4d090f9d59b30871fd16e2

Observation 617d3397-5b8f-4a2c-8407-b43f99844696 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 6

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Observation 91005202-551d-48cc-bd19-996cdfc1b66e · outbound

This paper cites Nagaosa and Y.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Nagaosa and Y

Reference 7

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Observation d9e8b0eb-49a3-4c30-bb9b-f9d305c904ba · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 8

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Observation 84b1bbd9-ddbf-4a92-bd1a-d32eb96b3a62 · outbound

This paper cites Hayami and Y.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Hayami and Y

Reference 9

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source=pdf_text observed=2026-08-10T21:11:19.543967Z digest=sha256:09c3bca710a2ad8106c22428e7a6253a7abcd3104af5397fcbf8bf8f2f1f7dcc

Observation c690660c-80c6-43a2-ae4c-44a93d94b970 · outbound

This paper cites Chern, Novel magnetic orders and ice phases in frustrated kondo-lattice models, SPIN 05, 1540006 (2015).

Machine Learning Force-Field Approach for Itinerant Electron Magnets Chern, Novel magnetic orders and ice phases in frustrated kondo-lattice models, SPIN 05, 1540006 (2015)

Reference 10

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Observation 48be273d-fabb-4215-90d3-9ba51b365999 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 11

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Observation 61ad20d2-a003-4f5c-9c2b-9eed060e0d96 · outbound

This paper cites Kasuya, A Theory of Metallic Ferro- and Antiferro- magnetism on Zener’s Model, Prog.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Kasuya, A Theory of Metallic Ferro- and Antiferro- magnetism on Zener’s Model, Prog

Reference 12

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Observation dc17e950-8229-4f6d-b4dd-8aa3e6a310ed · outbound

This paper cites Yosida, Magnetic properties of Cu-Mn alloys, Phys.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Yosida, Magnetic properties of Cu-Mn alloys, Phys

Reference 13

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Observation 7fd981ca-e9d9-42e7-bc6f-3d6b45b1ffc7 · outbound

This paper cites Martin and C.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Martin and C

Reference 14

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Observation b3d5080c-8532-4f31-b1e8-a6ba37a73b92 · outbound

This paper cites Chern, Noncoplanar Magnetic Ordering Driven by Itinerant Electrons on the Pyrochlore Lattice, Phys.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Chern, Noncoplanar Magnetic Ordering Driven by Itinerant Electrons on the Pyrochlore Lattice, Phys

Reference 15

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Observation f5c7ee8c-b34d-4e4e-8811-61da08001eb6 · outbound

This paper cites Hayami and Y.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Hayami and Y

Reference 16

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Observation 5bbbc994-249b-4ae7-885b-e3f696e1dd26 · outbound

This paper cites Hayami and Y.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Hayami and Y

Reference 17

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Observation 27c63e9c-8b00-40e4-8f82-dbc6093a7433 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 18

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e923cdd4-3cf4-4d74-a1d5-1e0ee7430324 · outbound

This paper cites Hayami and Y.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Hayami and Y

Reference 19

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 27a8a841-c9a9-4232-a418-53ec583b1dff · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 20

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation bc487fc3-fa6e-4a91-80ac-c21531088e69 · outbound

This paper cites Gilbert, A phenomenological theory of damping in fer- romagnetic materials, IEEE Transactions on Magnetics 40, 3443 (2004).

Machine Learning Force-Field Approach for Itinerant Electron Magnets Gilbert, A phenomenological theory of damping in fer- romagnetic materials, IEEE Transactions on Magnetics 40, 3443 (2004)

Reference 21

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Observation fc9f9bc5-b305-478a-b542-798cb9081c39 · outbound

This paper cites Kohn, Density functional and density matrix method scaling linearly with the number of atoms, Phys.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Kohn, Density functional and density matrix method scaling linearly with the number of atoms, Phys

Reference 22

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation c78e8fc5-7aa9-4a40-adc7-242adcced226 · outbound

This paper cites Prodan and W.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Prodan and W

Reference 23

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Observation 4626280b-9692-4ffd-bc4c-07ab264b6c41 · outbound

This paper cites Behler and M.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Behler and M

Reference 24

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Observation 69246553-f0b4-4d41-b6c3-07e69ba96c31 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 25

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Observation 6d2a58fe-7b3c-4676-87e5-967b01985ed3 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 26

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d7752999-a6a4-4c39-932a-b428d050fe3d · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 27

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Observation b9cec25d-0120-44e2-85b3-1110fea85982 · outbound

This paper cites Behler, Perspective: Machine learning potentials for atomistic simulations, The Journal of Chemical Physics 145, 170901 (2016).

Machine Learning Force-Field Approach for Itinerant Electron Magnets Behler, Perspective: Machine learning potentials for atomistic simulations, The Journal of Chemical Physics 145, 170901 (2016)

Reference 28

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Observation 06c8150a-8ce2-4a9d-9039-fb7496ebf504 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 29

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Observation 74ae88cc-623d-4623-b326-a862a134630a · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 30

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 96c8234a-2577-48c5-9651-799f80f2c2d2 · outbound

This paper cites Zhang, J.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Zhang, J

Reference 31

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Observation c2020a4b-0db9-47d8-8f7b-fbedbdf90c9b · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 32

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5db4ba6a-5f78-4697-bf4e-4ea5cb215e6d · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 33

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation bd785625-9d79-4adc-8079-2b594c2f9260 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 34

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7b100483-c56d-4ea7-97af-f69af5f0e246 · outbound

This paper cites Chmiela, A.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Chmiela, A

Reference 35

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a5e6888b-c50a-4bb5-8ce7-201e7dba6f6b · outbound

This paper cites Chmiela, H.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Chmiela, H

Reference 36

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Observation b38e7837-3a56-451d-ae4b-f3fbdb0ea982 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 37

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 12206bef-83ee-4981-accc-8bf691464dea · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 38

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Observation 34d51ef9-b8bd-412b-aa70-e333f740005b · outbound

This paper cites Machine learning dynamics of phase separation in correlated electron magnets.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Machine learning dynamics of phase separation in correlated electron magnets

Reference 39

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.708079Z digest=sha256:f463543703e29e76ab480228eef0c47035d792d14863e5473dbd8882fa3a1454

Observation ff69cbaf-8d57-4eae-ae53-6cce8dad7862 · outbound

This paper cites Zhang and G.-W.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Zhang and G.-W

Reference 40

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no resolver link, observed 2026-08-10T21:11:19.712518Z

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source=pdf_text observed=2026-08-10T21:11:19.712518Z digest=sha256:63e8f56d00b439201acaf2e06defae6807581aac88cfe35d29364dc5e7755f54

Observation fdb5e760-def4-4005-a1e3-cccc7fc7df58 · outbound

This paper cites Descriptors for Machine Learning Model of Generalized Force Field in Condensed Matter Systems.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Descriptors for Machine Learning Model of Generalized Force Field in Condensed Matter Systems

Reference 41

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no resolver link, observed 2026-08-10T21:11:19.716497Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T21:11:19.716497Z digest=sha256:a98909cbc9fd510f7712eece51902b5c5852562466195dbcb1af11b62cf74714

Observation 879eca23-6819-4013-add6-ad619001c853 · outbound

This paper cites Zhang, P.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Zhang, P

Reference 42

Resolution
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no resolver link, observed 2026-08-10T21:11:19.720951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.720951Z digest=sha256:82ef66d7a7e9d888486b8ca6136a56e113631f9a98064f825831414e458c234a

Observation aa5f0cf1-e87a-4924-9cf5-794b0a0c89e8 · outbound

This paper cites Zhang and G.-W.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Zhang and G.-W

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.782045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.724598Z digest=sha256:191af3f66a3ca81b26fa9b0a72602cb33ae52912218ff2de47c812c2b2c70772

Observation 558e9f7d-6470-4339-8078-0bc27ffd4df8 · outbound

This paper cites Cheng, S.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Cheng, S

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.766510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.730651Z digest=sha256:94db35cdbe1214688317676bdb69ae84bcfbf852ce68cbc93df7a987b5be210f

Observation fbab57d3-3fa5-4d6a-abdd-b47c87cdbfc5 · outbound

This paper cites Cheng, S.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Cheng, S

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.752313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.735763Z digest=sha256:7b5106dedf9239ee53c12acf9e2db149a2286886afb4767879dd19422f110acf

Observation 59b2244e-ed4a-44ce-8210-0c54a1f0448d · outbound

This paper cites Ghosh, S.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Ghosh, S

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.738524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.738893Z digest=sha256:d50842faec6ab337c82515681d1c79629caf9256e4b63b7a1739428e4ad8446f

Observation 5daff815-73ec-4a77-a580-39fe583f0f0d · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 47

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unresolved
raw_fallback, observed 2026-08-10T21:11:20.720282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.742311Z digest=sha256:cf9ae26d12b2fc0119c4637e1a242375b8504eb4a078c71c62c1b521c4e8cf8b

Observation 073eeb0f-69b4-4da1-be4e-4e90414e5428 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:11:20.707344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.745736Z digest=sha256:c873053d86a8cdb04ef66aabac63b66c2b64244bdcb43b28a07d0913cc1423d3

Observation 4abd987c-ed0d-4903-8ff2-c9ba0d10d0f0 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:11:20.696907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.749360Z digest=sha256:8ec2a78d14c01a749f573bef0abad358c71055c3b033f408236bc1e8032332a1

Observation 5528f6d0-88a4-4750-97b4-76c9a3d0502a · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:11:20.683039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.753253Z digest=sha256:cc8f7dc7ba19effe75b4409ad02d55d6d83cfdf553a581937a2e049b77cbcea6

Observation 34ed6f53-1cf3-43e7-8786-d9d58973dc96 · outbound

This paper cites Behler, Atom-centered symmetry functions for con- structing high-dimensional neural network potentials, The Journal of Chemical Physics 134, 074106 (2011).

Machine Learning Force-Field Approach for Itinerant Electron Magnets Behler, Atom-centered symmetry functions for con- structing high-dimensional neural network potentials, The Journal of Chemical Physics 134, 074106 (2011)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.670425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.757484Z digest=sha256:af0bccfb70148abee28d9814cbe27ffda8985c1574ab1a28b05c4d16a0824231

Observation e17f7f30-b7a4-444a-bfc2-cfcea1dd9061 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:11:20.651155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.761770Z digest=sha256:91304a1812e1cde77bcc440966733b4ed49f40182f8ae7736ed31081cd44ad0b

Observation 3301987f-9c80-4112-bc9d-93824361b034 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.765985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.765985Z digest=sha256:5123ef7a1c803bebb8efcf9ecc0110fa1562197f1865df168845e630b3a8a9f6

Observation ab768101-36e0-4e9e-950e-7c4278824bb1 · outbound

This paper cites Drautz, Atomic cluster expansion for accurate and transferable interatomic potentials, Phys.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Drautz, Atomic cluster expansion for accurate and transferable interatomic potentials, Phys

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.769413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.769413Z digest=sha256:c1ea9679e34e519babc28ab090bfb71e4dafdcb4890fde515ba08ad6973bd757

Observation bc7607cc-e65c-4916-9a07-770910f6f5b5 · outbound

This paper cites Himanen, M.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Himanen, M

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.614572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.773417Z digest=sha256:c4d112a0c2aa87a823d6b138ca364deea3e29809caf37052d095df06865be2bb

Observation 3037e2e2-b4a7-47f4-8d17-0bdd6dbbcbe8 · outbound

This paper cites Huo and M.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Huo and M

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.602504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.777829Z digest=sha256:53e72051631813a968a64e9e60fb6f7086cef1d09be0ac6afb4e55bcffb83a96

Observation d0037747-3ea3-49fa-ac98-dd5a3c9acb65 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:11:20.587147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.782883Z digest=sha256:69b17bfeeed973d8f47a21bbbc796457cc88976863919822ec80904b77098571

Observation 2c062936-040a-4a9b-a2b4-c5ebc32097e1 · outbound

This paper cites Marx and J.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Marx and J

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.787265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.787265Z digest=sha256:f2fe07cb66466954fd3c2c8724fef17ad21475584619144cb14fb9556fe46322

Observation 4b5540e2-e67f-476e-a76c-db93770ee5d9 · outbound

This paper cites Momoi, K.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Momoi, K

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.551816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.792150Z digest=sha256:f724b6455ef80f87312a78cfc44a37cc431f9f9297d41157f421a586f370ce44

Observation 63090cf8-d67e-4bcd-a888-01d3790ba06f · outbound

This paper cites Akagi, M.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Akagi, M

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.537310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.795883Z digest=sha256:4662147d223961456ccaeaf7fab481c620200f7d56d8bb3fe3f14d624c981a24

Observation 5da2ac55-9a19-40f5-acda-4d16738d33f9 · outbound

This paper cites Weiße, G.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Weiße, G

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.799256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.799256Z digest=sha256:c7dc7e189f879502f25ec902ede2549bfd62d2fe4efd2f80b8206cedb6b6d958

Observation 2c0f922b-c237-4b6b-881f-38117e12c93b · outbound

This paper cites Barros and Y.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Barros and Y

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.510038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.803861Z digest=sha256:43f97515b21a10edda4a216864881b0533eb5d737168f6fa797678ce9e1bb3b3

Observation 8ac53f32-a59f-4f4a-8433-358b9a2f0f25 · outbound

This paper cites Wang, G.-W.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Wang, G.-W

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.489995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.807630Z digest=sha256:1465e59e4de68796ba05ed6db8e649d17c4fa344c37ffebfc1cbb03d09490723

Observation d1a1c58a-6bb1-40ca-9d50-b442cb1e438b · outbound

This paper cites Cybenko, Approximation by superpositions of a sig- moidal function, Mathematics of Control, Signals and Systems 2, 303 (1989).

Machine Learning Force-Field Approach for Itinerant Electron Magnets Cybenko, Approximation by superpositions of a sig- moidal function, Mathematics of Control, Signals and Systems 2, 303 (1989)

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.811690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.811690Z digest=sha256:2aba66c38c7667576a405d8318c1fc765f548f8a6761a4dd02d2963c17129e23

Observation 4eda53fc-571c-42ad-aecd-42cb692a76fd · outbound

This paper cites Hornik, M.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Hornik, M

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.816736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.816736Z digest=sha256:26d7a4aaf136b710390b760437dabe2d024e601547dafbc553aca95b3afdbb29

Observation c7abf399-03e1-48d9-a549-2213122049e4 · outbound

This paper cites Paszke, S.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Paszke, S

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.459882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.824758Z digest=sha256:0999565354ea3aac6a94f6e926e6b469b62af45111b48dd3108b406c6cb687cc

Observation a1c4b42f-fb7f-41da-9a88-8ad074ed4a31 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.828813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.828813Z digest=sha256:72d61ef131789694819caf5d13ceee711ee3b27ae4577fac7ae059a0b0789237

Observation 2418e07a-1eeb-47c7-b80e-1ffe5a517ca5 · outbound

This paper cites Machine learning force-field models for metallic spin glass.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Machine learning force-field models for metallic spin glass

Reference 68

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:11:20.045695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.832395Z digest=sha256:ac4faa97ea159d72d9acdf812eb7fbfdd5a6ae3f2da43dc6d920de5df08b269c

Observation 72b37b57-c683-4e14-bada-b735878ad96b · outbound

This paper cites A novel set of rotationally and translationally invariant features for images based on the non-commutative bispectrum.

Machine Learning Force-Field Approach for Itinerant Electron Magnets A novel set of rotationally and translationally invariant features for images based on the non-commutative bispectrum

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.837202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.837202Z digest=sha256:ac1252753826a0139040d8cbfa6f7c80ee1cc30055a443d4add7b74684aeca0c

Observation 2c52aba9-234c-4535-b04b-fd6f663b3672 · outbound

This paper cites Hamermesh, Group Theory and Its Application to Physical Problems (Dover, New York, 1962).

Machine Learning Force-Field Approach for Itinerant Electron Magnets Hamermesh, Group Theory and Its Application to Physical Problems (Dover, New York, 1962)

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.428430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.841984Z digest=sha256:8ce6eb068ac589cac9df1b681be24727cca130e695d29f52f4f137391c41d449

Observation 2e760f79-63a2-4f87-8a1d-71ad6af587a7 · outbound

This paper cites Akagi and Y.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Akagi and Y

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.846740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.846740Z digest=sha256:a2e2566de5daff61ed285c11771fea0ea87cb4b32c0530d3fe4ee092a1643ba6

Observation cb17385c-f915-49ff-83e5-6ecda63a2af1 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.852817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.852817Z digest=sha256:fb6e9fb92fb1b33b2fb53ba764ed16b28fdf4f5842e97ede7cba32c29f472897

Observation 6727b3b4-6df4-4021-8c1b-6c9cc604b6de · outbound

This paper cites Azhar and M.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Azhar and M

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.864749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.864749Z digest=sha256:88fb82af05b5fc9c52aea8bbc343a26e9892f3020181a46cf16b9b9d8e313671

Observation 679e6f13-905d-4576-8ff3-03fa04dc9685 · outbound

This paper cites Chern and C.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Chern and C

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.383272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.869346Z digest=sha256:a3bab2117eb6b48568fbff89ecc4f380e704e6489ce5ff8cb2364e9e0395a892

Observation db8456b1-5942-43ae-ad40-e58cff315db4 · outbound

This paper cites Nandkishore, G.-W.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Nandkishore, G.-W

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.369587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.873262Z digest=sha256:2d19c4bbd4c476752740100a599c858d8f34b415b7dafd2dc3d35b4c502dd12b

Observation 54b78874-4149-4958-a5d3-f1f3fdc0c6bc · outbound

This paper cites Paszke, S.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Paszke, S

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.877533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.877533Z digest=sha256:b915d7af6423e981cd337e63e583f3f7638d97307650a4fe34564a8cbc630ec5

Observation 38eb699d-5d3f-4705-8376-7dc47cb1dad8 · outbound

This paper cites Nair and G.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Nair and G

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.340503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.881346Z digest=sha256:5d9c598b47bec6a8fb3a0abab107179b569b71f1be1e31b825b8b3dfba08c0ff

Observation 38d45901-9801-4c12-b680-3efca53f0b4e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Adam: A Method for Stochastic Optimization

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.887638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.887638Z digest=sha256:fdc6427d93d4557ca978a62b4022a65d59c4a35b2d10ee88bc9996f15d2f6f78

Observation f89c9e32-cc29-46cb-a752-d28e00f8946f · outbound

This paper cites Stone, Cross-validatory choice and assessment of sta- tistical predictions, Journal of the royal statistical soci- ety: Series B (Methodological) 36, 111 (1974).

Machine Learning Force-Field Approach for Itinerant Electron Magnets Stone, Cross-validatory choice and assessment of sta- tistical predictions, Journal of the royal statistical soci- ety: Series B (Methodological) 36, 111 (1974)

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.322666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ae5b469d-8fc1-48f0-86a5-3a4ac0543b5e · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:11:20.301846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation dc60d51b-c1ac-4b41-95b6-370cb3354e9b · outbound

This paper cites Chern, K.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Chern, K

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.289504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.900219Z digest=sha256:2bbbc18d9727fef3114f5863af11840029652322324346021e1de8c2a75b094f

Observation 587aa900-ab3e-410e-b1f3-18e915c3e570 · outbound

This paper cites Fazekas, Lecture Notes on Electron Correlation and Magnetism (WORLD SCIENTIFIC, 1999).

Machine Learning Force-Field Approach for Itinerant Electron Magnets Fazekas, Lecture Notes on Electron Correlation and Magnetism (WORLD SCIENTIFIC, 1999)

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.276678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e1202256-e651-4619-b55e-3d6f15ffa650 · outbound

This paper cites Lacroix, P.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Lacroix, P

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.263660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 1750a573-d398-4ecf-9ba8-348fb62b6a7d · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.912129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.912129Z digest=sha256:fa9d7927f37fabf1e8a9b656bd9ff4f33c85b8108e1d51500f87ac1a7ccc184b

Observation 54569abe-045f-4db3-8bf3-32bb7b7afa36 · outbound

This paper cites Puri and V.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Puri and V

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.236756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.916384Z digest=sha256:66eeef5b6ed40d94630ce85f2412751fa67388aa1d2406e2cddae78e1f1bd03b

Observation 0f15ad4b-46a9-4258-920f-de61d78dc11b · outbound

This paper cites Onuki, Phase Transition Dynamics (Cambridge Uni- versity Press, 2002).

Machine Learning Force-Field Approach for Itinerant Electron Magnets Onuki, Phase Transition Dynamics (Cambridge Uni- versity Press, 2002)

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.220769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.920318Z digest=sha256:a42b391f9c9549cff425c535577185440ab116d57babc1bd39931524ea85f297

Observation 01848a21-6fad-44ca-b727-e3f0aba223f9 · outbound

This paper cites Ozawa, S.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Ozawa, S

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.205901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.925983Z digest=sha256:2c564373009d99658462603b3bbffb5c9b92bece23874ebc2af0954afb5e727b

Observation 909fa08a-11cc-4e29-a5c9-b05fec63699d · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:11:20.188106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.930994Z digest=sha256:95860d492a8b7d1113a1a2da0112932413789c0d9347481c2d17fbc8725f9ede

Observation 07dedf09-c0e1-4fef-8830-c2351723278c · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.935665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.935665Z digest=sha256:46c3a24b494e84e9a1bbc5e5b95ed22abb59dc7478357bd9dfd5da8880cb202a

Observation 6a6a0c48-03b2-4954-9804-709f298828d1 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:11:20.166766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.939868Z digest=sha256:94ef59b3d3fc50d088b2530d6f5e98e6e86d273988ee5dd44b8958e0df69fa1e

Observation f7917858-0cb9-4de5-bcc1-2070a401f2c3 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.944038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.944038Z digest=sha256:515a8cf36ce0bf081cd63c49f558059186b0c4e7d9a248c92a1004ea68e4b768

Observation 035e97f4-b0d4-4ceb-9c1f-619b2402bdaa · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.948414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.948414Z digest=sha256:1b95bc9de1c1964e19fbef512e6d52006d86ebf2709a6e08d35713f8b57175d7

Observation 2c6f082c-1f48-4721-b8da-b847bc0f245f · outbound

This paper cites Ezawa, Compact merons and skyrmions in thin chiral magnetic films, Phys.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Ezawa, Compact merons and skyrmions in thin chiral magnetic films, Phys

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.138736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.952202Z digest=sha256:5f584973f27790e22a6de4e756ae954f3482219fbd482df87ddf2d5a9c50eef3

Observation 6640e573-5974-4e4f-8e8b-55c08b11737b · outbound

This paper cites Miyazaki, Equivariant neural networks for spin dy- namics simulations of itinerant magnets, Machine Learn- ing: Science and Technology 4, 045006 (2023).

Machine Learning Force-Field Approach for Itinerant Electron Magnets Miyazaki, Equivariant neural networks for spin dy- namics simulations of itinerant magnets, Machine Learn- ing: Science and Technology 4, 045006 (2023)

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.121883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.958258Z digest=sha256:97e61e4b124080a0c72fe7282e94d313eb11ad838f7ba0ddc21dbc3ad1da4846

Observation 30f09025-19ca-4752-a3fb-855eaa0ea142 · outbound

This paper cites Weiler, M.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Weiler, M

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:11:20.109527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.962783Z digest=sha256:a12820fc5c43659278280626174335921c807a9f565f30a8ad759eb262529130

Observation 58bcaaaa-3dbf-40ab-ba34-b6baadfe9068 · outbound

This paper cites Batzner, A.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Batzner, A

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.966711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.966711Z digest=sha256:5d12146ff09f6deb71eb7693ee1e9cc1ff91c05f88ca63dd2c6d3f2fbabde76d

Observation 9e1cb4a7-2e71-43e2-9a9c-c2aa8d4cdcd4 · outbound

This paper cites an unresolved cited work.

Machine Learning Force-Field Approach for Itinerant Electron Magnets Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:11:20.090039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T21:11:19.970426Z digest=sha256:ed7ed67722b1323343cf33e302a2025922b5cb0af6386f5291808c36a0706357

Observation 0ee44c7d-eae9-4aa1-bb3d-4f3dec58a60a · outbound

This paper cites skyrmion crystallites lead to formation of stripe struc- tures, with isolated skyrmions and bimerons, that inter- polate between areas of skyrmion lattice.

Machine Learning Force-Field Approach for Itinerant Electron Magnets skyrmion crystallites lead to formation of stripe struc- tures, with isolated skyrmions and bimerons, that inter- polate between areas of skyrmion lattice

Reference 104

Resolution
unresolved
no resolver link, observed 2026-08-10T21:11:19.470556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:11:19.470556Z digest=sha256:6def1e648b58ebef668b38781879e1848e3222dbfd24e965c0aab22a052fbf8f

Pith citing papers

No inbound Pith citation observations are available.