Paper Citation Record · LEDGER

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation

As of 16 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2412.18271.

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

pith.paper-citation-record.v1
2412.18271 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:53:32.251490Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:13:44.272967Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T11:13:44.623189Z

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy12
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e50f0447-43ef-4424-97ab-a37dbafb7f72 · outbound

This paper cites P.; Abreu, C.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation P.; Abreu, C

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:33.427948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 211836b5-c933-4728-b417-653a1239c297 · outbound

This paper cites https://github.com/openmm/openmm-torch.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation https://github.com/openmm/openmm-torch

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:33.300020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 186b45b1-a3a2-4401-a89a-ae08b478f6be · outbound

This paper cites K.; Maher, B.; Pan, Y.; Puhrsch, C.; Reso, M.; Saroufim, M.; Siraichi, M.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation K.; Maher, B.; Pan, Y.; Puhrsch, C.; Reso, M.; Saroufim, M.; Siraichi, M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:33.277843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dcbabd53-98f7-44fe-8c31-dd1924007038 · outbound

This paper cites https://github.com/openmm/NNPOps.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation https://github.com/openmm/NNPOps

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:33.253198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 91c3737d-9327-4ab0-99c2-006e247ad777 · outbound

This paper cites P.; Simeon, G.; Galvelis, R.; Mirarchi, A.; Eastman, P.; Doerr, S.; Th \"o lke, P.; Markland, T.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation P.; Simeon, G.; Galvelis, R.; Mirarchi, A.; Eastman, P.; Doerr, S.; Th \"o lke, P.; Markland, T

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:33.163795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b18b8287-493a-4e63-a1db-e1353f0c31e4 · outbound

This paper cites Pybind11 -- Seamless Operability between C ++11 and Python.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation Pybind11 -- Seamless Operability between C ++11 and Python

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:33.098677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4d9104b2-261a-4eba-8bce-f1c76c96c0f1 · outbound

This paper cites https://www.swig.org.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation https://www.swig.org

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:33.014480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2d368214-c77a-44cb-bdba-7f2e3357b25c · outbound

This paper cites A predictive machine learning force field framework for liquid electrolyte development.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation A predictive machine learning force field framework for liquid electrolyte development

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:32.020690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08664e2f-7721-4423-9130-1fcd370924c9 · outbound

This paper cites S.; Bogdanov, N.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation S.; Bogdanov, N

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:32.882696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4448fc44-c3d9-4699-ad84-78ba83d13b80 · outbound

This paper cites Enhancing GPU-acceleration in the Python-based Simulations of Chemistry Framework.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation Enhancing GPU-acceleration in the Python-based Simulations of Chemistry Framework

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:32.034955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58bcb281-4c29-4bd6-bee3-298b11f44f45 · outbound

This paper cites Introducing GPU-acceleration into the Python-based Simulations of Chemistry Framework.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation Introducing GPU-acceleration into the Python-based Simulations of Chemistry Framework

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:32.042012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b2abc5f-3cb2-4682-a89b-eb325ea96051 · outbound

This paper cites J.; Marques, M.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation J.; Marques, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:32.762399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cb7c508c-eff7-491e-bf73-27e14e89f17e · outbound

This paper cites A.; Wang, Z.; Lu, C.; Laury, M.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation A.; Wang, Z.; Lu, C.; Laury, M

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:32.655687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ffdbb687-2fbe-456d-b427-69facc24346b · outbound

This paper cites P.; Aktulga, H.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation P.; Aktulga, H

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:32.561736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1fb615da-6a1b-4a27-80a3-9e55ffe601d6 · outbound

This paper cites an unresolved cited work.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:53:32.476661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cd982347-088e-4f89-b1ef-f7cae51b6bf8 · outbound

This paper cites https://docs.python.org/3/c-api/index.html.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation https://docs.python.org/3/c-api/index.html

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:32.451339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d535d268-6104-42b1-994a-af2a67bf51fe · outbound

This paper cites A predictive machine learning force field framework for liquid electrolyte development.

OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation A predictive machine learning force field framework for liquid electrolyte development

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:32.251490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 979604e0-c513-429c-b42d-210b18b8528b · inbound

High-performance training and inference for deep equivariant interatomic potentials cites this paper.

High-performance training and inference for deep equivariant interatomic potentials OpenMM-Python-Force: Deploying Accelerated Python Modules in Molecular Dynamics Simulation

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:13:44.712590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.