Paper Citation Record · LEDGER

Knowledge-guided Machine Learning: Current Trends and Future Prospects

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2403.15989.

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

pith.paper-citation-record.v1
2403.15989 v2

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 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T08:39:53.582897Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T23:12:46.984863Z

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 02239304-1372-4fec-9433-0cadb7dd3b77 · inbound

Physics-Encoded Inverse Modeling for Arctic Snow Depth Estimation cites this paper.

Physics-Encoded Inverse Modeling for Arctic Snow Depth Estimation Knowledge-guided Machine Learning: Current Trends and Future Prospects

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T08:39:53.582897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96f46be3-24c1-41b5-91bc-3ea93606ba3f · inbound

CHAM-net: A Contrastive Hierarchical Adaptive Meta-network for Robust Global Methane Flux Prediction cites this paper.

CHAM-net: A Contrastive Hierarchical Adaptive Meta-network for Robust Global Methane Flux Prediction Knowledge-guided Machine Learning: Current Trends and Future Prospects

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:12:46.986570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 02d6ed21-24b6-487a-9393-ae1e037d5464 · inbound

LIGO-PINN: Learned Initialization via Gated Optimization to Alleviate Convergence Failures in Physics Informed Neural Networks cites this paper.

LIGO-PINN: Learned Initialization via Gated Optimization to Alleviate Convergence Failures in Physics Informed Neural Networks Knowledge-guided Machine Learning: Current Trends and Future Prospects

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T02:48:51.920546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 946f5154-b64b-4af5-8121-51a53b216cd6 · inbound

PIER: Physics-Informed Environmental Retrieval for Time-Series Modeling cites this paper.

PIER: Physics-Informed Environmental Retrieval for Time-Series Modeling Knowledge-guided Machine Learning: Current Trends and Future Prospects

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:11.147759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.