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Paper Citation Record · LEDGER

Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2007.04439.

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

pith.paper-citation-record.v1
2007.04439 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:01:37.961575Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:16:30.548575Z

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 c7b83356-3c2a-4891-a479-625b0b7906da · inbound

Co-Design of Soft Gripper with Neural Physics cites this paper.

Co-Design of Soft Gripper with Neural Physics Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T14:01:37.961575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:01:37.961575Z digest=sha256:6aa61e7746381b145ea4f66069e0c93062ed9de3f50eb5f5f51e93aea4e0bc81

Observation a5726e30-25d9-4957-a15b-b90c2d11c190 · inbound

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection cites this paper.

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T16:31:00.363975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:31:00.363975Z digest=sha256:4c0c34b72a7fa89b68447b9f6b8d0dfef7cf7580982aadb85bd1470c1c464691

Observation a873744a-43dc-42f5-af82-55a884538faf · inbound

Missing Physics Discovery through Fully Differentiable Finite Element-Based Machine Learning cites this paper.

Missing Physics Discovery through Fully Differentiable Finite Element-Based Machine Learning Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:30:27.151219Z

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.

source=pdf_text observed=2026-08-06T15:30:27.010167Z digest=sha256:d2706062a0aedf84f6d693d4fa5f6b222d3fa0df610c640ca9e77ca761aa0a14