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Paper Citation Record · LEDGER

FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2409.18032.

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

pith.paper-citation-record.v1
2409.18032 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:18:22.934531Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T20:32:45.665980Z

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 9fe6d8bd-a9e9-4e69-bc90-7bc60646f87e · inbound

A Shifted Boundary Method for Thermal Flows cites this paper.

A Shifted Boundary Method for Thermal Flows FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T23:04:07.253015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:04:07.253015Z digest=sha256:9ba5469e57c4587d63dbdef8d7686b8eba218f8751175476cf44c1d3bd8d571b

Observation 4c8d1640-cc0b-4d59-8bb4-908e2203fc2f · inbound

Geometry Matters: Benchmarking Scientific ML Approaches for Flow Prediction around Complex Geometries cites this paper.

Geometry Matters: Benchmarking Scientific ML Approaches for Flow Prediction around Complex Geometries FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T23:01:24.318295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:24.318295Z digest=sha256:eec5da274b4d8302e13c1e1056e7efb36d55ff88544eaad3f73013e692034dd3

Observation a97536e9-a76b-4243-b75c-d9b06840f19d · inbound

MPFBench: A Large Scale Dataset for SciML of Multi-Phase-Flows: Droplet and Bubble Dynamics cites this paper.

MPFBench: A Large Scale Dataset for SciML of Multi-Phase-Flows: Droplet and Bubble Dynamics FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-08T13:59:42.522972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T13:59:42.522972Z digest=sha256:845d12d461e2ec5f000a258adbee11d2bbab5e12d8f8c9b96b1a74d39aeac497

Observation 18cb63fa-bd58-41a9-9cc8-ed2b1677ee81 · inbound

Improving Large Vision-Language Models' Understanding for Flow Field Data cites this paper.

Improving Large Vision-Language Models' Understanding for Flow Field Data FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T18:18:22.934531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:18:22.934531Z digest=sha256:3737974fd86bac4721a2df26dd832853d300183b0f246393e1b01c996e90b894

Observation e9305089-6c8f-45b1-971c-395222d958be · inbound

Geometric Operator Learning with Optimal Transport cites this paper.

Geometric Operator Learning with Optimal Transport FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T17:55:51.338749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:55:51.338749Z digest=sha256:40a32931bec369c7aee11ba66fc78a57fedfd32954af204315b6a4b449b8b719

Observation 9e8850e4-1c54-4826-981a-f80b16b1812f · inbound

Do Neural Operators Forget Geometry? The Forgetting Hypothesis in Deep Operator Learning cites this paper.

Do Neural Operators Forget Geometry? The Forgetting Hypothesis in Deep Operator Learning FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:41:10.971633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T14:43:03.403254Z digest=sha256:56a7c349b2e9dd7608f75f060ad1f0337a62ab0becbb0f31d6c59842596ae0f5

Observation d39170ec-000c-4e75-aff6-149a25d051ab · inbound

GenMed: A Pairwise Generative Reformulation of Medical Diagnostic Tasks cites this paper.

GenMed: A Pairwise Generative Reformulation of Medical Diagnostic Tasks FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries

Reference 88

Resolution
verified exact
arxiv_id, observed 2026-05-12T05:36:26.561709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-12T05:06:57.865194Z digest=sha256:0a98dc04ab1d5d7f69ed25cb11e2447f02c458bdfde2cd5415429eeea4189221

Observation aed06255-a66e-4303-bf23-0a3dfc878918 · inbound

Harnessing AI for Inverse Partial Differential Equation Problems: Past, Present, and Prospects cites this paper.

Harnessing AI for Inverse Partial Differential Equation Problems: Past, Present, and Prospects FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries

Reference 215

Resolution
verified exact
arxiv_id, observed 2026-05-19T20:32:45.667672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-19T20:28:37.206593Z digest=sha256:0d046400fdca045def67d4075c4752e03888294f0811999a75496d3cb7b56a03