Paper Citation Record · LEDGER

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model

As of 9 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2601.05388.

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

pith.paper-citation-record.v1
2601.05388 v2

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:46:14.483234Z

measured 11 of 11 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

11 of 11 outbound references displayed

verified exact0
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c8513d1e-bf9b-4bbd-a4bf-60cce78dda0b · outbound

This paper cites P.; Zhang, B.

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model P.; Zhang, B

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:13.568476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c024fd9-95ff-45e1-8387-dfb4845cd23a · outbound

This paper cites T.; Meuwly, M.

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model T.; Meuwly, M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:13.977559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf8b3297-13ed-411e-924c-c958a4fa4956 · outbound

This paper cites Operator forces for coarse-grained molecular dynamics.J.

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model Operator forces for coarse-grained molecular dynamics.J

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:13.870397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bd839e0-2516-4036-b785-d9090937b944 · outbound

This paper cites P.; Kornbluth, M.; Moli- nari, N.; Smidt, T.

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model P.; Kornbluth, M.; Moli- nari, N.; Smidt, T

Reference 313

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:14.201018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ea4aa5a-0300-4a5c-a881-53ca9eee083d · outbound

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

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields

Reference 579

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:14.483234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebc96ee8-839b-4856-8349-b240971f56ec · outbound

This paper cites Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations.

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:13.624583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2feb232-1355-4006-8021-5db1e1460709 · outbound

This paper cites P.; Musaelian, A.; Simm, G.

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model P.; Musaelian, A.; Simm, G

Reference 2453

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:14.430078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b340805-86da-4244-954d-940c3291192d · outbound

This paper cites Directional Message Passing for Molecular Graphs.

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model Directional Message Passing for Molecular Graphs

Reference 3693

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:14.064925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49c91e67-78a1-4bd9-b835-8025f55d8074 · outbound

This paper cites Thermodynamically Informed Multimodal Learning of High-Dimensional Free Energy Models in Molecular Coarse Graining.

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model Thermodynamically Informed Multimodal Learning of High-Dimensional Free Energy Models in Molecular Coarse Graining

Reference 3887

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:13.662614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73238573-d13e-42bc-8a07-09bb62e50fa4 · outbound

This paper cites Development of Coarse- Grained Lipid Force Fields Based on a Graph Neural Network.J.

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model Development of Coarse- Grained Lipid Force Fields Based on a Graph Neural Network.J

Reference 5739

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:13.800413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97881e77-c82b-4762-b573-626b08fdb215 · outbound

This paper cites M.; Isayev, O.

Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model M.; Isayev, O

Reference 9898

Resolution: unresolved; no resolver link, observed 2026-08-03T11:46:13.736982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.