Paper Citation Record · LEDGER

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling

As of 9 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2607.13877.

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

pith.paper-citation-record.v1
2607.13877 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:31:19.045777Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:41:32.757833Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-02T00:16:10.520619Z

Reference resolution

47 of 47 outbound references displayed

verified exact0
verified fuzzy0
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2c35f8df-b1b8-4d95-91a4-a7f4b85447ab · outbound

This paper cites Stupp, W.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Stupp, W

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:14.986410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417875f0-d1b1-435d-9dd9-9ec6af5b8125 · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:15.048671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a98b782-e8df-4dee-814c-91b03c35f26b · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:15.141692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 512201c7-57d6-40bd-90ca-566c825b4b1e · outbound

This paper cites Bakas, C.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Bakas, C

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:15.301863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83dda399-4a7f-4615-ab80-0654b2a88817 · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:15.414118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61c005da-7b53-4f5a-9109-9d7ddebee85b · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:15.519117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c9fb9f3-a36d-4928-815a-664a4c516c6c · outbound

This paper cites Björnsson, C.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Björnsson, C

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:15.677492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 762e1ed5-cc49-4e82-826b-e82a32f0eed1 · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:15.699042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4b91734-8ff7-4b74-96b5-bb20956acebf · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:15.712453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c1b0775-34c3-4b38-a616-128701782583 · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:15.822723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 475924f8-3ada-407b-8468-8fd9abf913e7 · outbound

This paper cites Jbabdi, E.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Jbabdi, E

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:15.919357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 766a3292-ba50-4b44-a421-88aa4c4cab1f · outbound

This paper cites Konukoglu, O.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Konukoglu, O

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.015968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f3fd8c3-4aad-4a2b-8cd9-330c6d858d35 · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.117472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e2d73c-6c57-46c7-ba37-9d7bf8a12d02 · outbound

This paper cites Raissi, P.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Raissi, P

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.215449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b37bb0c6-59b9-40c4-9904-f7f1e58b1f21 · outbound

This paper cites Mascheroni, S.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Mascheroni, S

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.294070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7e8bff2-657b-4889-a8b1-07626567c6d6 · outbound

This paper cites Bengio, O.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Bengio, O

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.325403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eb226e0-a17a-42eb-8225-423866b8876c · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.373759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf27c86f-44f8-4142-9d9d-643166a44653 · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.402012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcda00d9-d4a1-4277-adcd-8328f031f17d · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.462186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3da2239-400c-4b4f-8d99-2f2354d5a4cb · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.585633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcdb1e77-ca76-4217-b048-871cf27dc962 · outbound

This paper cites Hirata, S.-i.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Hirata, S.-i

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.751181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60b997e7-6a85-41b3-a9fa-099e95085e78 · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.922845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6138ca0f-9273-4032-a2ed-7b6dd9a4f162 · outbound

This paper cites Mandonnet, J.-Y.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Mandonnet, J.-Y

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:16.993102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f070c886-07e1-4574-9eaf-dc0e5bf32736 · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.048976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27d4b4a6-8f1b-4b52-a50f-7127324cf6b9 · outbound

This paper cites Clatz, M.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Clatz, M

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.133656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03f853ce-ce28-450f-bbca-203778442bd8 · outbound

This paper cites Hogea, C.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Hogea, C

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.184403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0bef53f-b884-4068-b49f-bdfc74f956b8 · outbound

This paper cites Konukoglu, O.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Konukoglu, O

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.267503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ef24a80-f575-4c65-b028-8d4787ffc66f · outbound

This paper cites Rockne, J.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Rockne, J

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.364858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3563843b-7249-45bc-80ec-be0083afe54d · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.458011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 326e206c-4df2-4881-8bfb-63feab6cb13a · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.534441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f1a85be-d319-4e07-9d17-0b08272b2efa · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.584671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ca421fd-88af-4caa-8332-3ea4f9d6f514 · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.675288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75cfc518-616a-4489-aa98-8ad1963a5245 · outbound

This paper cites Chaudhuri, G.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Chaudhuri, G

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.767022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae309b2-1fcc-427b-82ca-c0e5eeee11ea · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.831858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e67eef-4f43-4892-ba9d-77df21bf59af · outbound

This paper cites Willard, X.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Willard, X

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.924949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7e983a8-42ee-444c-a490-2b2d5d97b09a · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:17.992652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb0b14fd-d25b-49c1-bfc9-7e851366b87c · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:18.090028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11a3abbf-b724-460e-b5a3-9a4f008946ba · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:18.160364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2510b9d9-6f1b-48a0-bfb8-a08aecb2021a · outbound

This paper cites Universal Differential Equations for Scientific Machine Learning.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Universal Differential Equations for Scientific Machine Learning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:18.279435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 389362af-7429-4bab-979f-75165478a45e · outbound

This paper cites Martens, A.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Martens, A

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:18.396806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c808a90-ad12-45fc-b0df-567e219ccaf1 · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:18.484525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bccd0c0-8f6f-44dc-9cda-9ef2cafce45d · outbound

This paper cites Evensen, Sampling strategies and square root analysis schemes for the enkf, Ocean dynamics 54 (6) (2004) 539–560.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Evensen, Sampling strategies and square root analysis schemes for the enkf, Ocean dynamics 54 (6) (2004) 539–560

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:18.572726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcd60618-0bd5-4142-b5c2-297e01e3059b · outbound

This paper cites an unresolved cited work.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:18.657897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46393396-324f-45ff-af9c-5ef64061f149 · outbound

This paper cites Zhang, J.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Zhang, J

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:18.751981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ecf00e-6abb-4bee-9059-d05bade3553d · outbound

This paper cites Ronneberger, P.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Ronneberger, P

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:18.843127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9ac1827-2dda-4a9e-b855-731a73296a00 · outbound

This paper cites Çiçek, A.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Çiçek, A

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:18.928408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93160045-f9b7-4df4-a7bd-90d2d88bc36c · outbound

This paper cites Isensee, P.

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling Isensee, P

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:19.045777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4a181fc1-f812-411c-98e7-131a4eaa8a5b · inbound

Neural operator preconditioning from mixed dataset for the Helmholtz equations: Application to transcranial ultrasound cites this paper.

Neural operator preconditioning from mixed dataset for the Helmholtz equations: Application to transcranial ultrasound AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-01T19:43:19.361823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.