Pith. sign in

Paper Citation Record · LEDGER

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion

As of 12 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2501.04366.

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

pith.paper-citation-record.v1
2501.04366 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:39:16.542749Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:17:59.106098Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact31
  • verified fuzzy0
  • unresolved28
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch5

External citation measurements

0
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation cee891dd-7857-4480-8d72-c100db8a9b6d · outbound

This paper cites \ Stucchi, E.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion \ Stucchi, E

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.204412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.204412Z digest=sha256:0f74048813aeb866e424fa1eb888610357fc65babaa09188e9bd711f609c8223

Observation b70ef413-ef4c-41ee-a063-d019f7ee9351 · outbound

This paper cites \ Dalton, C A.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion \ Dalton, C A

Reference 2

Resolution
verified exact
doi, observed 2026-08-10T21:39:17.198385Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.210134Z digest=sha256:bc430b7a57c594a09128dea775103b1cd27c5e65d82e1156c74b18089d0e686b

Observation 655b5c6d-6701-47f3-a3e2-857281d99272 · outbound

This paper cites , Ritzwoller, M H.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Ritzwoller, M H

Reference 3

Resolution
verified exact
doi, observed 2026-08-10T21:39:17.181894Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.215622Z digest=sha256:5e780c6e41f07d8d1ac18b7bfa18e4b17c529da6bd5c67861086eebe26660f5b

Observation 3c227165-3ee7-42d8-adc3-7ba68b2f1e4b · outbound

This paper cites APACrefauthors \ 2005.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion APACrefauthors \ 2005

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.221564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.221564Z digest=sha256:55b1b57d251a9a9401d3b3be5f16d87b574cafcb36687e86782f7596b2679de0

Observation dcccf7ea-8776-4de2-9bc2-80d37d10ba39 · outbound

This paper cites , Qiu, H.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Qiu, H

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.227082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.227082Z digest=sha256:472de7c7dd77459347782201305e39c6042ba0ab64d345e01e3a4efa5dbcb676

Observation 665db66f-08cf-4085-b4c6-bb2a959b78f4 · outbound

This paper cites , Xia, J.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Xia, J

Reference 6

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T21:39:18.560826Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.232794Z digest=sha256:0c54f37e065f1300eaba1c8701dc13284b80c9f66b73538f4d946bc7ebfb4139

Observation 22849d8c-ae54-4869-a284-63431f898a65 · outbound

This paper cites , Xia, J.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Xia, J

Reference 7

Resolution
verified exact
doi, observed 2026-08-10T21:39:17.144952Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.238282Z digest=sha256:325497f086d2beb6957f27044e664128bed9a6c59e7beea9a91b0d82501df8f3

Observation c7341c64-f109-4270-98d6-d0e0e3dc8f81 · outbound

This paper cites , Turkoglu, E.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Turkoglu, E

Reference 8

Resolution
verified exact
doi, observed 2026-08-10T21:39:17.129410Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.243912Z digest=sha256:bfa888ef00fdd7908a1250b1a0f05c16783ad02c625d0b3b287d2275b76cc98d

Observation 41ea07d8-5c80-4043-9e57-d025c278ef34 · outbound

This paper cites \ Pipan, M.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion \ Pipan, M

Reference 9

Resolution
verified exact
doi, observed 2026-08-10T21:39:17.113757Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.249461Z digest=sha256:16aae93204fc4fd3560e09e5eec441e65e32e53f650b00dc802224079782f799

Observation 4e026ae1-f2cd-456c-8422-0c9028c8c4c4 · outbound

This paper cites an unresolved cited work.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.254288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.254288Z digest=sha256:e699aaf08b2195a876ef4dac4bc50dd376a5688cacc514adc553d60300250da7

Observation a93fbc0c-8a0a-4bcc-a4ac-bfa1eeb8bfc6 · outbound

This paper cites , Curtis, A.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Curtis, A

Reference 11

Resolution
malformed identifier
doi_truncated, observed 2026-08-10T21:39:17.087439Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.259293Z digest=sha256:c962cde16c4fb52856485b426b624e4dfdb19bebe6799ba28ee9bf958b5f948d

Observation 95751bbc-837f-44a6-bad7-2298f2bbe8ca · outbound

This paper cites , Curtis, A.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Curtis, A

Reference 12

Resolution
verified exact
doi, observed 2026-08-10T21:39:17.071060Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.264890Z digest=sha256:20a65fc3fceba31af7bb0c3306fb3e5e0a55b125a20c56d465d3fd32850c6a8e

Observation 09e1dedc-d8c0-4d30-ae4e-c1d59ba8d8b5 · outbound

This paper cites , Yang, Z.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Yang, Z

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.269703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.269703Z digest=sha256:68d33d29a6645131914269aede8bdd2041e10c72b2793548566d7e2d71c9f48d

Observation 9e6b2869-9390-48d2-a9fb-5a53af03c4b6 · outbound

This paper cites \ Scales, J A.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion \ Scales, J A

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.274384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.274384Z digest=sha256:69d09a87e5862431202c03437c0faf4ed538e54d58cecc9a86a7649e57463227

Observation df7bd88c-8c1f-4f30-9304-985c65cf8225 · outbound

This paper cites , Cox, B R.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Cox, B R

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.279907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.279907Z digest=sha256:5f220664dd356fb2d41613235dedd1be03d91017c3dd80bf5fa33d76cbc536d3

Observation ed20cc5e-190e-408e-9d3b-6ed7f8c85074 · outbound

This paper cites APACrefauthors \ 1953.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion APACrefauthors \ 1953

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.285435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.285435Z digest=sha256:6f83edb2d787dec1b4afbc71d2076e9c057ffcaa5c7440b450baba371532347f

Observation 7ba0281b-c88e-4417-bc43-26205bd28351 · outbound

This paper cites APACrefauthors \ 2013.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion APACrefauthors \ 2013

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.291387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.291387Z digest=sha256:fea1ae018a4b37a963f31b1491121ede38d5bfba84feb272b3350d43fe04d34c

Observation 12e1a81a-1b1e-483e-a234-beb034c99641 · outbound

This paper cites , Ammon, C J.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Ammon, C J

Reference 18

Resolution
verified exact
doi, observed 2026-08-10T21:39:17.023441Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.296766Z digest=sha256:52b8135211b1c6f26aabffe0bd1e34e4ad14f84778b73b56aaba44ab96fbae00

Observation 828ca788-963a-4007-a52c-f459973dc158 · outbound

This paper cites , Qiu, H.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Qiu, H

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.301440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.301440Z digest=sha256:ea1a13c9d4861f8538e0f0e9e4398c03f7ec6ed14f564728fd7ddb6eeca7cf87

Observation d4bd5b3b-360d-4ea0-abc7-8a3ed69e98fd · outbound

This paper cites , Paul, A.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Paul, A

Reference 20

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.996702Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.309666Z digest=sha256:7ea6678fbb66cf91e6f99b6a0185d4aa241ff5046c715d3e181eada4ba4e93b2

Observation 474c6e9b-e7ab-4ffa-848f-8ae0a8816192 · outbound

This paper cites , Engdahl, E R.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Engdahl, E R

Reference 21

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.980504Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.315177Z digest=sha256:2f69f4cc41b7191f55cb8f6593517aeedb0bde8dcede57905550c7db7024eb22

Observation ffc5eb33-f8c7-4eb5-87be-2def74f5948f · outbound

This paper cites Adam: A Method for Stochastic Optimization.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Adam: A Method for Stochastic Optimization

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.320305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.320305Z digest=sha256:cd23bf6bd17df252b07ce31c7829cccd72771a09436b044f334446b69f5850e3

Observation 55075902-bc14-4e72-8867-0dffa27edc4b · outbound

This paper cites , Foti, S.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Foti, S

Reference 23

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.947213Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.326094Z digest=sha256:45ee88ef2561df5bd2ca958d59426d4112d1babdfc0b2844a6cad9d6e8388b51

Observation 39faff70-3059-49e2-88a4-1d5904b4a73e · outbound

This paper cites an unresolved cited work.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Unresolved cited work

Reference 24

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.931787Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.331666Z digest=sha256:44334c9737f5b499c12f6b01b6f20bbcb2db1e0fd7c2024cb7bbeaf65e7b299d

Observation fb4ad611-19a8-4d7d-8267-82fc7b3dccc5 · outbound

This paper cites , Liu, G.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Liu, G

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.337283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.337283Z digest=sha256:11a78a5a87ae39e0f6ad090a74d4da2dd289395d8c5f441dd53c4f8f41d4c6bb

Observation a47b0faf-2f81-4dca-90f1-f39bc2173ffc · outbound

This paper cites , Saad, O M.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Saad, O M

Reference 26

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.915689Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.341916Z digest=sha256:87a9ef5c5b76e3a38bfbe31a223b7c54cfe413803072c5edd59ecb5c2e78f5b1

Observation 09eaa903-d9e0-4a02-8d43-09c8e311efb7 · outbound

This paper cites , Liu, B.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Liu, B

Reference 27

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T21:39:18.155626Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.346679Z digest=sha256:ae8bc7fbf903cee231d077a3d0dc024eeacbd20fd59ce15a8364146b72207016

Observation 8df5ce13-6e3e-4d33-b487-597df798a310 · outbound

This paper cites , Jia, Z.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Jia, Z

Reference 28

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T21:39:18.073180Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.351473Z digest=sha256:018ba34fb5044bfe57f808ae39b30a3b04788f64f2e3bb1c89df0d312defd89b

Observation 953c9734-ae6c-4793-9ac5-5d1ae379a417 · outbound

This paper cites APACrefauthors \ 2025.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion APACrefauthors \ 2025

Reference 29

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.899691Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.356087Z digest=sha256:91d7e57745646bafcc7cb91b58d43808046b7c1113f9f0a38346ab85ba350ffc

Observation 4306a49a-2f1c-4dda-a731-875fc9b746f7 · outbound

This paper cites an unresolved cited work.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.360711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.360711Z digest=sha256:efb0c830fed46f4ad9584247839d5ee15f64c486d5fbdc5debb61bbc69152749

Observation e6ca7651-40fb-4d16-b6f4-5bfdbf32ee22 · outbound

This paper cites , Wang, H.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Wang, H

Reference 31

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.872351Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.365573Z digest=sha256:3abfd55aec288e7fa60e77199b7652b862086cdd2c1557012423a6b8a170738d

Observation 4ae3c95a-5987-4b60-b922-eba81bf9196d · outbound

This paper cites an unresolved cited work.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Unresolved cited work

Reference 32

Resolution
verified exact
doi, observed 2026-08-10T21:39:18.593347Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.370216Z digest=sha256:77a0c518cc880a7b55fe692c3ce52bc442aaf3a94dccba8271bb4958be0b8927

Observation 6bccbd92-4c88-4fb1-bbf0-9e4650f5060b · outbound

This paper cites , Huang, Y.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Huang, Y

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.375156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.375156Z digest=sha256:a8ec28c28eedc18e3a8abf7719a6db8d49087901396b2f89d01a1194a90edfb0

Observation f53aa533-3ac4-4dcf-b4fd-9d353eaa5a33 · outbound

This paper cites APACrefauthors \ 2023.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion APACrefauthors \ 2023

Reference 34

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.855271Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.379859Z digest=sha256:bf87d650639ebae9d4d190bd0ae75c9a3eb44e13db63c5601df2cc9a0d2e32c1

Observation 8c091923-27ad-4f45-8b22-a0573a5ff3bd · outbound

This paper cites Sparse network asymptotics for logistic regression.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Sparse network asymptotics for logistic regression

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:39:17.923931Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.384775Z digest=sha256:77539f8a634d349f2a05f5592f47fcc9a45ce5fc3d2e2a75a1ccbeabadf5de3b

Observation ac445034-e41e-4af2-8e9c-ba33ecf86952 · outbound

This paper cites \ Rix, G.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion \ Rix, G

Reference 36

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.839567Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.389845Z digest=sha256:4d45fc246805f96785a0adddda5c82ccc9ab6775c44c7a57a01e7f5d6c76ec8f

Observation 9e28265b-211c-4c74-86ad-7ef7a1ee110e · outbound

This paper cites Hierarchical and Unsupervised Graph Representation Learning with Loukas's Coarsening.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Hierarchical and Unsupervised Graph Representation Learning with Loukas's Coarsening

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:39:17.899144Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.394507Z digest=sha256:004dadf0a6e42572f715b639ba6ad48df8b182fb91fb4be26b5caca8c7d8875d

Observation f2cd7bbe-5778-4004-91b6-6224b95acbdb · outbound

This paper cites \ Tanimoto, T.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion \ Tanimoto, T

Reference 38

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.822876Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.399976Z digest=sha256:3b84cf70d71a9aae01ee795a6861608506c07b2ca06a92ec34505e5a8d84d27b

Observation 439ce501-c8c6-4ea8-9f27-458d56149884 · outbound

This paper cites , Land \`e s, M.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Land \`e s, M

Reference 39

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.807342Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.404978Z digest=sha256:1ea437847e4b72eaa74c3f35cba2a5f053f366abd879251c212e122343f4567b

Observation f1edc356-afb1-493f-80c1-b2f62a268408 · outbound

This paper cites , Montagner, J P.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Montagner, J P

Reference 40

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.791079Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.410351Z digest=sha256:2ff0aacbbf37630bf1de98a1e79f8639a7cb3d4b4abb0efdc7deae1895c19e11

Observation ba4823d7-005c-42f6-9594-55901190ae85 · outbound

This paper cites , Masters, T G.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Masters, T G

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.416356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.416356Z digest=sha256:614206591d90de7ff8ecff6b72c19c4bf5141258da335daf69fa1115449162ce

Observation 5ebf8227-f5c9-4178-8cf9-3f6e1caaf23b · outbound

This paper cites an unresolved cited work.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Unresolved cited work

Reference 42

Resolution
verified exact
doi, observed 2026-08-10T21:39:18.576592Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.421669Z digest=sha256:b3da211adbf0d41154544cc2457beb88e499ca14ad7d0f074851fbb7ae2f4ce0

Observation 565062fb-e03c-48b7-94ce-ecc6584e7602 · outbound

This paper cites , Ermert, L.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Ermert, L

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.426299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.426299Z digest=sha256:abfc3410683f11b341e7588509788e9b2626af96ba0dcf2ab54c4685f1baa2c2

Observation 5de60920-bebe-479d-9c79-9fac48365da1 · outbound

This paper cites \ Mosegaard, K.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion \ Mosegaard, K

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.431484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.431484Z digest=sha256:6105663523a78959bf508554d2ed0b720f8e978c3245649cb0c18916219a7cb1

Observation 85da22b6-42b4-46d2-9a1a-821d42acb365 · outbound

This paper cites \ Stoffa, P L.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion \ Stoffa, P L

Reference 45

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.745319Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.436315Z digest=sha256:2ce6bcff434284f5375d713df7e5dd6cb11040a35c96b0d5ba274a64a7b70093

Observation ff41e0f1-87e6-4ad4-a2cd-ea16e182e816 · outbound

This paper cites , Campillo, M.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Campillo, M

Reference 46

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.728072Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.440803Z digest=sha256:47a6211fb8263ca68085dbfa6116aa23337fc8ac7276fa02539220759c6e4a55

Observation a10d9a6e-6aef-458f-971d-d1f0df7a9967 · outbound

This paper cites Interacting Stochastic Topology and Mott Transition from Light Response.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Interacting Stochastic Topology and Mott Transition from Light Response

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.445881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.445881Z digest=sha256:24f13d6d00bb814f4bc1e23759b9784a92a718c3dc21e1dd84818ac19d7bcd98

Observation acd0be87-9ecb-4981-bbc4-201b31b0865a · outbound

This paper cites , Ritzwoller, M H.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Ritzwoller, M H

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.450638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.450638Z digest=sha256:0c570c39b45ddee48859ca9e7503111fa05df59e2c1fe94ce3dc2feee760981c

Observation e041307a-c04c-4869-aaa7-1cd9675d2583 · outbound

This paper cites , Ritzwoller, M H.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Ritzwoller, M H

Reference 49

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.701417Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.455297Z digest=sha256:36e9b9aadd0a86ceda2bffbc7f619039c9ded77fa9fb4a6b3d68298fdb815990

Observation c3a260a0-7813-4007-88ae-d2f4bff6e4ec · outbound

This paper cites , Ritzwoller, M H.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Ritzwoller, M H

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.460532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.460532Z digest=sha256:d267f4ad3927724e11d86445c5bdeaad18b854db3e8ca6b1d5c0330d6a435378

Observation d35d05dd-dd5c-4f55-9e2c-fa7503012bd1 · outbound

This paper cites \ Strobbia, C.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion \ Strobbia, C

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.465710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.465710Z digest=sha256:75a8629ccb7dd4ff0c91dbffd705c7a2de268ef41b833a9b77ff4dce820dedd3

Observation 80ceb018-1a51-4416-b3f3-209a7f6ddba6 · outbound

This paper cites \ Boiero, D.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion \ Boiero, D

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.471289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.471289Z digest=sha256:09b57a1fc75885aa44cb5f1f528e0fcc2657d261674081e6f9d72922c6afd657

Observation 11ae3130-d045-498f-ad21-9c90ff4c104e · outbound

This paper cites , Foti, S.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Foti, S

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.476800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.476800Z digest=sha256:52be0af12ff2f05462bcda1a3b54160224eaefc899bce476de981a9f12370866

Observation 5bb9d287-3ed1-4a1a-9fd6-908f3910890f · outbound

This paper cites , Tang, L.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Tang, L

Reference 54

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.664462Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.481780Z digest=sha256:9f93486889ca87b02c4fd2c747c63c0a0ef7c4ba1d80a051851ddc3aa29c9e4c

Observation 9a7e1966-b9d8-4d17-9245-50043ff5adde · outbound

This paper cites APACrefauthors \ 1984.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion APACrefauthors \ 1984

Reference 55

Resolution
verified exact
raw_fallback, observed 2026-08-10T21:39:17.683133Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.487452Z digest=sha256:d7cbd8d32c23ee63b3e3feb776012c395f9f376936a261eaf23781da64e9d25e

Observation ff0aca75-61b5-482e-9c90-762b49f4ceba · outbound

This paper cites APACrefauthors \ 1950.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion APACrefauthors \ 1950

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.493419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.493419Z digest=sha256:cb92961c7bde3955070d1f2b2f283fec2bfa86ac1475bb955987aec292593f00

Observation 39b6fc60-05f1-4b83-b3df-b2d8d594f363 · outbound

This paper cites , Song, X.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Song, X

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.499459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.499459Z digest=sha256:543b67ed7962e5f7a83df68728c5a3f97cd97aff271bad983ccd5303552d935c

Observation dd8a2d64-d6a1-4caa-9ad9-235268692225 · outbound

This paper cites , Miller, R D.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Miller, R D

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.504470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.504470Z digest=sha256:2a97be564c59c56d0b8f23218d4d6ece5aea91c77fb4e1c06f0ae87fdd074bfd

Observation eb2831eb-b305-4e85-9fbb-b77bd773a578 · outbound

This paper cites , Cheng, S.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Cheng, S

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.509878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.509878Z digest=sha256:e67ab2204422889fb24d7182999baec259068b243dbb409489aeef882bc1086c

Observation 23f2b6da-94f3-4a6c-b76d-9c15b8899a42 · outbound

This paper cites , Sun, L.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Sun, L

Reference 60

Resolution
verified exact
doi, observed 2026-08-10T21:39:16.607433Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.515824Z digest=sha256:f9cbb9814d93bb70a1b4b98462e6bf245a25a237f34f45f34efae0748eb8469e

Observation 45a59c95-82da-4954-a9da-d2e245acadd1 · outbound

This paper cites Deep-learning inversion: a next generation seismic velocity-model building method.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Deep-learning inversion: a next generation seismic velocity-model building method

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:39:16.590578Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.521532Z digest=sha256:60f7e0e226dadb7b83e290b3db61467ff404420c0458d060cfd7768ca768fc34

Observation dc141f7f-d7ab-440b-b58d-85d52f16318d · outbound

This paper cites an unresolved cited work.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Unresolved cited work

Reference 62

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T21:39:17.541348Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.527392Z digest=sha256:b0365e4fa3ab440276d4d0425f9f5cae41c342de509ec78a688d8632833ce577

Observation 2cf7011c-972f-437e-84ff-6b970a94c172 · outbound

This paper cites Severability of mesoscale components and local time scales in dynamical networks.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Severability of mesoscale components and local time scales in dynamical networks

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:39:17.462693Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.532102Z digest=sha256:a689e7af83866cd8f55da3621ec7afabaf9c770affd57248d3d2e251a05687da

Observation b305001d-5268-49d2-8b80-f84eb4681a6b · outbound

This paper cites Visually Guided Sound Source Separation using Cascaded Opponent Filter Network.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion Visually Guided Sound Source Separation using Cascaded Opponent Filter Network

Reference 64

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T21:39:17.438440Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-10T21:39:16.536910Z digest=sha256:081c2202c74f18440d14da81dd2c004619e40c7591366a3e82b7defe063119a1

Observation 1be1bdeb-cf62-40bc-ab63-40fadfcb54c2 · outbound

This paper cites , Zhang, G.

DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion , Zhang, G

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T21:39:16.542749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:39:16.542749Z digest=sha256:fb0d83a85dd803d261777b83b07a1ef9c4be896834b972a84b86c9a3404b31a3

Pith citing papers

Observation ef642858-ff78-4ec4-a1a7-5a26d91ab45a · inbound

OpenSWI: A Massive-Scale Benchmark Dataset for Surface Wave Dispersion Curve Inversion cites this paper.

OpenSWI: A Massive-Scale Benchmark Dataset for Surface Wave Dispersion Curve Inversion DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:17:59.578964Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-05T20:17:59.106098Z digest=sha256:80e976ebd63316683f8b9b06b4536471d9d9f766f85ac30cdf8c9557c0c8cea2