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Paper Citation Record · LEDGER

Interpretable deformable image registration: A geometric deep learning perspective

As of 17 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2412.13294.

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

pith.paper-citation-record.v1
2412.13294 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

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measured 59 of 59 standing notices

One-hop event checks from named stored sources.

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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

59 of 59 outbound references displayed

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External citation measurements

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Outbound references

Observation 12b5dc0c-5ff7-4702-bb82-c0cef69f903a · outbound

This paper cites an unresolved cited work.

Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 1

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 2

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Observation 5c971545-2b14-4320-8992-39002d50460a · outbound

This paper cites Balakrishnan, A.

Interpretable deformable image registration: A geometric deep learning perspective Balakrishnan, A

Reference 3

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This paper cites Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges.

Interpretable deformable image registration: A geometric deep learning perspective Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

Reference 4

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 5

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 6

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 7

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 8

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Source-reported events for the cited work

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Observation 70251374-7f95-46b6-bde6-d065f72ab67b · outbound

This paper cites Farahani, A.and Vitay and F.

Interpretable deformable image registration: A geometric deep learning perspective Farahani, A.and Vitay and F

Reference 9

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Observation b38fa1b5-d29b-48a7-bcef-491338e58fdd · outbound

This paper cites Fuchs, D.

Interpretable deformable image registration: A geometric deep learning perspective Fuchs, D

Reference 10

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Observation 2cb3e179-3a82-4ac5-995b-ee91fac4564e · outbound

This paper cites H-ViT: A hierarchical vision transformer for deformable im- age registration.

Interpretable deformable image registration: A geometric deep learning perspective H-ViT: A hierarchical vision transformer for deformable im- age registration

Reference 11

Resolution
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This paper cites Hansen and M.

Interpretable deformable image registration: A geometric deep learning perspective Hansen and M

Reference 12

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This paper cites Hansen and M.

Interpretable deformable image registration: A geometric deep learning perspective Hansen and M

Reference 13

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This paper cites Haskins, U.

Interpretable deformable image registration: A geometric deep learning perspective Haskins, U

Reference 14

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Observation 92e3617b-b382-4b6a-9ac0-d3c690a91f37 · outbound

This paper cites Hoopes, J.

Interpretable deformable image registration: A geometric deep learning perspective Hoopes, J

Reference 15

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Observation c883c81a-bb77-44f2-aefc-1b5756d044d7 · outbound

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 16

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

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Observation 688d3ff4-67bd-4dcd-9ff7-79e16ec21d50 · outbound

This paper cites Iglesias, C.

Interpretable deformable image registration: A geometric deep learning perspective Iglesias, C

Reference 18

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Observation 31899dc4-3caa-4005-a30e-09c8607bd38a · outbound

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

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Interpretable deformable image registration: A geometric deep learning perspective Kashefi, D

Reference 21

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This paper cites Ledig, R.

Interpretable deformable image registration: A geometric deep learning perspective Ledig, R

Reference 22

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

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Observation fccd6ea7-dbfc-4787-8378-594d7518fb38 · outbound

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Interpretable deformable image registration: A geometric deep learning perspective Lowekamp, D

Reference 24

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Observation 53a2384a-4cad-4c85-a3b8-6d68d910ece9 · outbound

This paper cites IIRP-Net: iterative inference residual pyramid network for enhanced image registration.

Interpretable deformable image registration: A geometric deep learning perspective IIRP-Net: iterative inference residual pyramid network for enhanced image registration

Reference 25

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

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This paper cites Mok and A.C.S.

Interpretable deformable image registration: A geometric deep learning perspective Mok and A.C.S

Reference 27

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

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Observation 27e146e0-c0ff-415b-9293-10ca2d46a3a3 · outbound

This paper cites Rueckert, L.

Interpretable deformable image registration: A geometric deep learning perspective Rueckert, L

Reference 30

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This paper cites Sandk ¨uhler, S.

Interpretable deformable image registration: A geometric deep learning perspective Sandk ¨uhler, S

Reference 31

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Observation 11a0ce87-8c3d-45a6-9767-f4b53af436f7 · outbound

This paper cites Schuh, M.

Interpretable deformable image registration: A geometric deep learning perspective Schuh, M

Reference 32

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Source-reported events for the cited work

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Observation 8fab9592-ddf4-41a8-8416-30cc7530a70b · outbound

This paper cites Shafto, L.

Interpretable deformable image registration: A geometric deep learning perspective Shafto, L

Reference 33

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Source-reported events for the cited work

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Observation 28398f8d-cbce-4044-9d9c-099df92d2f7b · outbound

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 34

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Observation b398704d-9996-4134-a037-8693fa97ab10 · outbound

This paper cites Sotiras, C.

Interpretable deformable image registration: A geometric deep learning perspective Sotiras, C

Reference 35

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Source-reported events for the cited work

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Observation e2779087-99af-408b-8afc-adab95d7a00d · outbound

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 36

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Source-reported events for the cited work

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Observation f79f98b9-57d0-4564-9224-554bcbc82cdd · outbound

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Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 5d677e6f-32ec-4481-9ffa-9538d33b69d8 · outbound

This paper cites Sutton, M.

Interpretable deformable image registration: A geometric deep learning perspective Sutton, M

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.637733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 6b69dc31-89ff-4b1d-be8c-d761d0ae1de1 · outbound

This paper cites Tancik, P.

Interpretable deformable image registration: A geometric deep learning perspective Tancik, P

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.616309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d8928b66-32f0-4f25-9946-9ed7dbfcf34a · outbound

This paper cites Taylor, N.

Interpretable deformable image registration: A geometric deep learning perspective Taylor, N

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.597200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 599d376b-3ca7-4ff1-87ca-605339542b4b · outbound

This paper cites Verleysen and D.

Interpretable deformable image registration: A geometric deep learning perspective Verleysen and D

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.577062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation e2703976-eff4-4dfb-b5b6-83825af67b49 · outbound

This paper cites an unresolved cited work.

Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:20:35.557733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation e3804521-6596-4c69-a412-cce51df50551 · outbound

This paper cites an unresolved cited work.

Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:20:35.539068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 4bb10082-922f-459e-ab41-877b1208e2a6 · outbound

This paper cites an unresolved cited work.

Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 44

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 1fb4233e-9a49-458f-aeb5-cf2b5b4b0f3d · outbound

This paper cites Zhu and S.

Interpretable deformable image registration: A geometric deep learning perspective Zhu and S

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.500672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 2828afc4-27ca-4abc-8d68-5ee131778798 · outbound

This paper cites Distributive property over neighbors Assume a feature grid F ∈ R din×H×W ×D where d is the feature dimension and H, W, Dare spatial dimensions.

Interpretable deformable image registration: A geometric deep learning perspective Distributive property over neighbors Assume a feature grid F ∈ R din×H×W ×D where d is the feature dimension and H, W, Dare spatial dimensions

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.479106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T13:20:35.006508Z digest=sha256:3817f15d69648fc951eafd66c46057ef1fe4405451a095f8c88a081fab30749d

Observation 6afd566d-2f08-4b87-a534-84d3389466fe · outbound

This paper cites an unresolved cited work.

Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:20:35.457105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 71d45934-6bdb-4286-88f3-4a9c13c4993b · outbound

This paper cites an unresolved cited work.

Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:20:35.432773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 9cb1e929-bd45-42d4-9174-64dc70d85e08 · outbound

This paper cites masking out.

Interpretable deformable image registration: A geometric deep learning perspective masking out

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.400976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 8efdc72e-c5ac-4f30-99ab-75a7f5fb353d · outbound

This paper cites CamCAN dataset consists of 310 T1w and T2w MR 3D images (160 × 180 × 160, 1mm3 isotropic resolution).

Interpretable deformable image registration: A geometric deep learning perspective CamCAN dataset consists of 310 T1w and T2w MR 3D images (160 × 180 × 160, 1mm3 isotropic resolution)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.369373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 8238f72e-518b-43db-b541-32a7c3b3e9c9 · outbound

This paper cites feat. warp.

Interpretable deformable image registration: A geometric deep learning perspective feat. warp

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.342857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 4e49f509-97da-4c6f-8985-33498ec97afc · outbound

This paper cites an unresolved cited work.

Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:20:35.321467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation de10380d-77a1-4ed4-8eaa-717f559da0a1 · outbound

This paper cites VRAM requirements per model in GigaBytes (GB) under a batch size of 1.

Interpretable deformable image registration: A geometric deep learning perspective VRAM requirements per model in GigaBytes (GB) under a batch size of 1

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.300801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation fa3ad459-a01a-47d7-8c8c-e4f947f5ae19 · outbound

This paper cites Architectural overview of the proposed method.

Interpretable deformable image registration: A geometric deep learning perspective Architectural overview of the proposed method

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.277797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T13:20:35.063913Z digest=sha256:1da165da21ddf5716f10ed903b801eac6ba2c811f2b3468ce77620a4d9b5e1db

Observation 7b774661-fda0-49b4-9334-06466bc888b2 · outbound

This paper cites Learnable parameters θτ.

Interpretable deformable image registration: A geometric deep learning perspective Learnable parameters θτ

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.246810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation daa1ccb5-6f6f-4070-9c81-43105683fec8 · outbound

This paper cites an unresolved cited work.

Interpretable deformable image registration: A geometric deep learning perspective Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:20:35.227453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 37e353d6-312a-45dd-ae61-9c9a9eef11d8 · outbound

This paper cites Learnable parameters θδ.

Interpretable deformable image registration: A geometric deep learning perspective Learnable parameters θδ

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.209025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T13:20:35.084263Z digest=sha256:14a0b31b2b903e611badcd7864cffc5f35fbb4a6b225381cba339ee67268024d

Observation 618e303f-4106-48b8-ab2f-bb5080913185 · outbound

This paper cites We create a dataset of intra-subject brain pairs with varying ranges of non-rigid deformations com- prised of a combination of an affine and Brownian noise components.

Interpretable deformable image registration: A geometric deep learning perspective We create a dataset of intra-subject brain pairs with varying ranges of non-rigid deformations com- prised of a combination of an affine and Brownian noise components

Reference 58

Resolution
malformed identifier
raw_fallback, observed 2026-08-11T13:20:35.189960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T13:20:35.091315Z digest=sha256:2535f50b358e833ae0749b862afb4144088daedfaba93b3d08f13bcfe9792670

Observation 7ec74939-2051-46f7-8751-4b07a4a32828 · outbound

This paper cites Qualitative results of all compared methods for the CamCAN T1w-T1w inter-subject deformable registration experiment.

Interpretable deformable image registration: A geometric deep learning perspective Qualitative results of all compared methods for the CamCAN T1w-T1w inter-subject deformable registration experiment

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:20:35.171125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T13:20:35.098813Z digest=sha256:2f6e3e5329e341ed40e604b0b1b1cbe049bd29295ed9adbd803d6df2388eea00

Pith citing papers

No inbound Pith citation observations are available.