Paper Citation Record · LEDGER

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2607.24997.

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

pith.paper-citation-record.v1
2607.24997 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T04:03:29.780069Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

38 of 38 outbound references displayed

verified exact11
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be317a4f-02ba-4dd8-a096-a5b430f7c785 · outbound

This paper cites Hohenberg, W.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Hohenberg, W

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.665762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ae710be-0e0d-40cf-a676-81d014c2db49 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.669910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63f444f6-e8c6-41c1-a6e7-1fef8d9df3f8 · outbound

This paper cites Fiedler, K.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Fiedler, K

Reference 3

Resolution: verified exact; doi, observed 2026-07-31T04:06:03.004757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 53801913-8375-4cb1-9340-68c80f2a734c · outbound

This paper cites Behler, M.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Behler, M

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.676443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92420e1f-ce88-494c-9232-f9cbc9bd38f8 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.679514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3c1d1d2-6689-4338-93cb-0d5365c9aefc · outbound

This paper cites Zhang, J.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Zhang, J

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.682633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faa2a92d-3993-4865-afd6-82a070fb6d86 · outbound

This paper cites Batzner, A.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Batzner, A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.686034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95c03f3e-055f-4d4f-831a-a5089afbc5a6 · outbound

This paper cites MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.689156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0375a62a-c254-49b9-a8a0-0b5e3ca97f98 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.692191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d583f744-9dba-4a1d-8edd-b1f7f6f1ac72 · outbound

This paper cites Hermann, Z.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Hermann, Z

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.695039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 706a3f69-3aad-4483-a128-95200a74e221 · outbound

This paper cites Brockherde, L.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Brockherde, L

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.697716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffb21127-c627-47f3-8690-46f0b06ad93c · outbound

This paper cites Grisafi, A.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Grisafi, A

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.700857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60d6e76d-1a57-4e0b-b42a-f2ccd920e080 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.703784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 508e9fdb-98bc-4cb6-9f8e-36293c8e2517 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.706851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58303d66-41d4-4521-8dc5-4cf9fed698a2 · outbound

This paper cites Alghadeer, A.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Alghadeer, A

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.709749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b507972-b0fb-4305-9f75-88309b8c4d29 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-07-31T04:06:02.645917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cb073566-f884-47e0-ac5e-8d3b5451c404 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.715964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1615aa9-ed79-44a3-addc-97d937202c4d · outbound

This paper cites Chandrasekaran, D.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Chandrasekaran, D

Reference 18

Resolution: verified exact; doi, observed 2026-07-31T04:06:02.413744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ea6d08c0-861c-42c7-bc2b-a57f74a81c27 · outbound

This paper cites Fiedler, N.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Fiedler, N

Reference 19

Resolution: verified exact; doi, observed 2026-07-31T04:06:02.266170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0d8dfad6-180f-4dc0-840f-5b62d6805e4a · outbound

This paper cites Fiedler, N.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Fiedler, N

Reference 20

Resolution: verified exact; doi, observed 2026-07-31T04:06:02.140662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bfdb6671-8b60-4bcc-bfd3-ca451c40b765 · outbound

This paper cites Kocer, T.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Kocer, T

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.728285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92257080-db7a-4862-a07b-2335c0c2facc · outbound

This paper cites Batzner, A.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Batzner, A

Reference 22

Resolution: verified exact; doi, observed 2026-07-31T04:06:01.721744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8bcf45b7-d34b-46c0-b484-4d33ae620a64 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.734354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15f84bae-b838-464d-810e-523f82b7dda3 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.737505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1733fa9f-e28e-41be-991d-9f2674188c97 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-07-31T04:06:01.571033Z

Source-reported events for the cited work

correction dated 2023-06-01. Source: crossref record 10.1038/s43588-023-00472-9->10.1038/s43588-023-00424-3:correction, observed 2026-07-11T03:06:21.512887+00:00. This notice travels one citation hop only.

Observation 197a77cb-18a0-4ee4-a2a3-44ffe5a049b0 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.743379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9c3ea2b-0a94-4ad2-9fc6-ba56a51a20ad · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.746715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 819077e4-861b-45a0-a1d1-6b644847129a · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-07-31T04:06:01.439185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1d16d3e-117d-4684-852c-8f161e275a2c · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-07-31T04:06:01.324268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8630ebcf-8531-4824-a22a-2776ec9e21f8 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-07-31T04:06:01.099101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c275beb4-a069-493e-a9b4-be575c8d798b · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.759088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e88c2d-e05d-4699-834e-dcde80bc10d4 · outbound

This paper cites e3nn: Euclidean Neural Networks.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance e3nn: Euclidean Neural Networks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.762099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b31e5b1c-1f1f-4c9f-a8bd-c5abb8c83399 · outbound

This paper cites Ozaki, Variationally optimized atomic orbitals for large-scale elec- tronic structures, Physical Review B 67 (15) (2003) 155108.doi: 10.1103/PhysRevB.67.155108.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Ozaki, Variationally optimized atomic orbitals for large-scale elec- tronic structures, Physical Review B 67 (15) (2003) 155108.doi: 10.1103/PhysRevB.67.155108

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.765214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd67cd2-2963-4d0a-bebf-d9d60d434067 · outbound

This paper cites Ozaki, H.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Ozaki, H

Reference 34

Resolution: malformed identifier; no resolver link, observed 2026-07-31T04:03:29.768128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88d1e16d-63f6-4ccd-a5c7-ff339348b8bc · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.771107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7016159e-0a2f-40c0-9e87-662e6fc6add5 · outbound

This paper cites an unresolved cited work.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.774453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1f67083-3944-45d9-b61b-3e237b721fff · outbound

This paper cites Biewald, Experiment tracking with weights and biases, software avail- able from wandb.com (2020).

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Biewald, Experiment tracking with weights and biases, software avail- able from wandb.com (2020)

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T04:03:29.777377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5415ce63-271c-4fbd-adbd-91d142ca1b3e · outbound

This paper cites Fiedler, N.

MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance Fiedler, N

Reference 38

Resolution: verified exact; doi, observed 2026-07-31T04:06:00.891384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.