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Paper Citation Record · LEDGER

Towards More Accurate Full-Atom Antibody Co-Design

As of 10 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.770495Z digest=sha256:3bf9a5ada838c6f9941638e3150a57c732c765b8977493d57a62a3487c30e4ac

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.788450Z digest=sha256:394d18d45216068edbae350bbfddfcf55513c79771bb0e8551d3925366f24099

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.758003Z digest=sha256:d66bab92c69efdac0b530db65807bea8adceda59394d1e43178808eb637f10fb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.776563Z digest=sha256:6ba6b39376e3fd94acfdcc72fe1c81387d98cd2229ad8efcd39aee61668849b7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.794311Z digest=sha256:8472fa5e49a3f418d3af2eb044e3402cca5ea02623cac62bd568e495291af81b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.799661Z digest=sha256:2f7af6ac0ee1d21c209c6a88ca33c41fb73265eba630a4f052574bfd108a33c6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.782353Z digest=sha256:ad86eba7387e8fccc371c753f024ab32bf63bd63066939df69b2b07b375274ab

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=sha256:524a14753b6a1f4daed2734d8fb184444795cd4cf7dea595d955bb27e93f7822

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.764288Z digest=sha256:9590306a338e9918e2569c13696f349319cdf7cbfc4bce94ff30358b05215fcd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.752754Z digest=sha256:01024850a3a93a1132592a7e63518b30fd448f020e22ee6d517d4aa266cbff0c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.725697Z digest=sha256:4f312f04218b78b14cd642be38118d1758948da2bdc1ff4ed65852028695624d

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=sha256:960e5829ddd47cc424a9b1d62f1bf0923b940ce91e077badf063ddb43c667a33

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:ac2612224d883679d13e768887683fe8a73b94e2052c7100dbb3c62c45ede459

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T12:27:36.742229Z digest=sha256:f0a13d35e441d53320edf3621e7e5ab148add1378eba08564f2ad147e33dfcc6

Pith citing papers

No inbound Pith citation observations are available.