Paper Citation Record · LEDGER

Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks

As of 9 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 2 inbound Pith citation observations for arXiv:2502.07325.

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

pith.paper-citation-record.v1
2502.07325 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:09:36.252147Z

measured 7 of 7 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:46:12.630886Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T17:02:40.580612Z

Reference resolution

5 of 5 outbound references displayed

verified exact1
verified fuzzy1
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f035fbc0-412a-490e-9f3e-d79fd28be46b · outbound

This paper cites an unresolved cited work.

Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T13:09:36.350632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 83584298-8852-4cb3-b68d-b762fbfb3f17 · outbound

This paper cites an unresolved cited work.

Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T13:09:36.334878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0d784c4d-d06f-4295-85f0-8c0506a45104 · outbound

This paper cites A unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions.

Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks A unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions

Reference 64

Resolution: verified exact; local_arxiv, observed 2026-08-08T13:09:36.305574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 290eacc9-881f-4691-ba83-9d6c10d82fae · outbound

This paper cites C., Taylor, R.

Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks C., Taylor, R

Reference 1003

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:09:36.320178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1a5a26c5-800f-4d08-8a84-455edc8b36e0 · outbound

This paper cites Understanding and mitigating gradient pathologies in physics-informed neural networks.

Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks Understanding and mitigating gradient pathologies in physics-informed neural networks

Reference 5237

Resolution: unresolved; no resolver link, observed 2026-08-08T13:09:36.242520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a651cc47-fc86-44db-82df-82a30201627f · inbound

Physical Informed Neural Networks for modeling ocean pollutant cites this paper.

Physical Informed Neural Networks for modeling ocean pollutant Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:46:12.630886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be3f398d-ce14-4cb9-a605-c9f1c4c31948 · inbound

Curriculum Learning of Physics-Informed Neural Networks based on Spatial Correlation cites this paper.

Curriculum Learning of Physics-Informed Neural Networks based on Spatial Correlation Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:02:40.582802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.