Paper Citation Record · LEDGER

Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2405.00018.

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

pith.paper-citation-record.v1
2405.00018 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 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:44:16.613670Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T15:17:07.880145Z

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 a02c0981-26da-4eaa-a121-5a99b83a2802 · inbound

Parameter estimation for land-surface models using Neural Physics cites this paper.

Parameter estimation for land-surface models using Neural Physics Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T00:44:16.613670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7ba4068-32ec-45fc-a86c-65b7da649f3c · inbound

Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model cites this paper.

Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-07-02T15:17:07.881490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2b6b5715-a276-46c0-ad71-0250979bab69 · inbound

A Fortran General-Purpose Transpiler: Proof of Concept cites this paper.

A Fortran General-Purpose Transpiler: Proof of Concept Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T01:14:43.987254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 483530d5-a2f1-4917-81bb-12cec3f3b010 · inbound

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs cites this paper.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T00:11:22.325414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.