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Paper Citation Record · LEDGER

Towards More Accurate Full-Atom Antibody Co-Design

As of 13 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2502.19391.

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

pith.paper-citation-record.v1
2502.19391 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:27:36.799661Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy10
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 50c36b6f-de49-4008-bee7-7cbec5d90cff · outbound

This paper cites The first component is an antibody graph Gab = {Vab, Eab}, while the second is an antigen epitope graph Gae = {Vae, Eae}.

Towards More Accurate Full-Atom Antibody Co-Design The first component is an antibody graph Gab = {Vab, Eab}, while the second is an antigen epitope graph Gae = {Vae, Eae}

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:27:36.961889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.770495Z digest=sha256:f6568d75bb05748478f877bbbe18194781c789689c168a15e166dba65e73d6e9

Observation 73902cbe-667e-4509-9d33-b6f7cadf4d69 · outbound

This paper cites (2019) and train the model on a single GeForce RTX 3090 Ti GPU using the Adam optimizer Kingma (2015).

Towards More Accurate Full-Atom Antibody Co-Design (2019) and train the model on a single GeForce RTX 3090 Ti GPU using the Adam optimizer Kingma (2015)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:27:36.907696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.788450Z digest=sha256:2542ee3e77976ca0c59fda07ddfab741f626b94ca5f0e76e93803c4d1b6d876e

Observation 9a21b56a-a7e2-4c81-b3fd-e547d2070eab · outbound

This paper cites Iggm: A generative model for functional antibody and nanobody design.

Towards More Accurate Full-Atom Antibody Co-Design Iggm: A generative model for functional antibody and nanobody design

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:27:36.993359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.758003Z digest=sha256:653a10454474a3cc23cba09164ff908f2f6801b21e94d4f3c23cfbabf0c8d31b

Observation 36c115c0-fba0-4ae0-9745-0d58d4fc547a · outbound

This paper cites an unresolved cited work.

Towards More Accurate Full-Atom Antibody Co-Design Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T12:27:36.942704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.776563Z digest=sha256:1e77a72594f5564e4ef7c1fa95d2e3c311c4d06b97632cd6530ea6a0ca1834f0

Observation 696ddc7f-f76a-4278-be30-52e4f6ee3619 · outbound

This paper cites (2014) mechanisms after activation functions.

Towards More Accurate Full-Atom Antibody Co-Design (2014) mechanisms after activation functions

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:27:36.891007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.794311Z digest=sha256:c0d38eb0814ddb18972219b5224f36619716dcdd09f0d7533a28e4edf3b7ca93

Observation 3b178e7c-a8c6-44b9-88a5-fc0539ec79d8 · outbound

This paper cites We save model parameters from the top 10 validation rounds, compute metrics for each model independently, and report the mean values as final results.

Towards More Accurate Full-Atom Antibody Co-Design We save model parameters from the top 10 validation rounds, compute metrics for each model independently, and report the mean values as final results

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:27:36.873680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.799661Z digest=sha256:5daa539a4afe78105b24faba835cdbaffd0bb02da07bf009f8d411c38794dfd6

Observation 581f44c1-4801-4a30-bef2-1e3801c4e004 · outbound

This paper cites This selection process ensures that we focus on the most critical residues involved in antibody-antigen binding while maintaining computational efficiency.

Towards More Accurate Full-Atom Antibody Co-Design This selection process ensures that we focus on the most critical residues involved in antibody-antigen binding while maintaining computational efficiency

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:27:36.925505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.782353Z digest=sha256:f76820d5b214faffeb4011ce04a85d836ca0127042e19ac62f1128ca533be9ac

Observation 508afe66-6201-416d-b5dc-3c2b3244893e · outbound

This paper cites Inverse folding for antibody sequence design using deep learning.

Towards More Accurate Full-Atom Antibody Co-Design Inverse folding for antibody sequence design using deep learning

Reference 1989

Resolution
unresolved
no resolver link, observed 2026-08-08T12:27:36.731990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:27:36.731990Z digest=sha256:55ebd67933842436094cf3db7156ce16b0461ce23f60e4d4f354777503d381eb

Observation 5b296fc0-0527-4169-82b3-1b29f46b8b0f · outbound

This paper cites 12 C.2 Equivariant Message Passing.

Towards More Accurate Full-Atom Antibody Co-Design 12 C.2 Equivariant Message Passing

Reference 2005

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:27:36.978357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.764288Z digest=sha256:1e05770ee58b6b7faca31e260a5820d218a3e6811bef73f079b606688a850108

Observation 19b6a224-04bf-490b-b404-df3efab8c5f5 · outbound

This paper cites Deep learning methods for designing proteins scaffolding functional sites.

Towards More Accurate Full-Atom Antibody Co-Design Deep learning methods for designing proteins scaffolding functional sites

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:27:37.007942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.752754Z digest=sha256:2194ff77367d28eba32da04b7c0872cd0e2dc60aaf3ddccd74522980ab8bb24f

Observation 88bba285-06dc-49da-88f9-0c0e36695fbc · outbound

This paper cites Protein generation with evolutionary diffusion: sequence is all you need.

Towards More Accurate Full-Atom Antibody Co-Design Protein generation with evolutionary diffusion: sequence is all you need

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:27:37.050291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.725697Z digest=sha256:4ff0f9ba486d4aca4e6d5d74daeecd6d0f90ca7143101807cc400ebee110b30b

Observation 58804904-2cdb-4cf7-b2ce-90795ef89326 · outbound

This paper cites Dropout: a simple way to prevent neural networks from overfitting.

Towards More Accurate Full-Atom Antibody Co-Design Dropout: a simple way to prevent neural networks from overfitting

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-08T12:27:36.747436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:27:36.747436Z digest=sha256:b6edccf09e8804725cc2dc83f474d75299060e32ee4ad46858fa2c9be7cd93a3

Observation 56695bcc-2b62-4709-97c1-9b757a1d1016 · outbound

This paper cites ProGen: Language Modeling for Protein Generation.

Towards More Accurate Full-Atom Antibody Co-Design ProGen: Language Modeling for Protein Generation

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-08T12:27:36.736845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:27:36.736845Z digest=sha256:3c2051634ace4cbc103ca118f7ab3c2250da64632b7ff01c04d80c295fb23d3f

Observation f1400805-4e4a-4036-b845-7b79d57e9d11 · outbound

This paper cites 2021 fda approvals.

Towards More Accurate Full-Atom Antibody Co-Design 2021 fda approvals

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:27:37.033561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-08T12:27:36.742229Z digest=sha256:201c21ff2a6c11ee2dd06d9ce3d392cd40e93bad47c5e60b4ce2f0b9af2af597

Pith citing papers

No inbound Pith citation observations are available.