Paper Citation Record · LEDGER

Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2405.18986.

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

pith.paper-citation-record.v1
2405.18986 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:02:47.413915Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T19:23:53.817565Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0af4ea4e-1d9e-46b3-a744-8403257f9130 · inbound

A Variational Perspective on Generative Protein Fitness Optimization cites this paper.

A Variational Perspective on Generative Protein Fitness Optimization Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T21:02:47.413915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d6ce6df-16f1-439c-8a29-ca206e76ae9f · inbound

PDFBench: A Benchmark for De novo Protein Design from Function cites this paper.

PDFBench: A Benchmark for De novo Protein Design from Function Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:42.714328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61346892-f195-4d5a-9446-06762b93d47d · inbound

Steering Protein Language Models cites this paper.

Steering Protein Language Models Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:10:12.027451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00d7b558-70cf-420c-b3c0-71a4832a262e · inbound

Self-Improvement Imitation with Biologically Guided Search for Protein Design Under Oracle Budgets cites this paper.

Self-Improvement Imitation with Biologically Guided Search for Protein Design Under Oracle Budgets Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:23:53.819418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.