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Paper Citation Record · LEDGER

Challenges and Advancements in Modeling Shock Fronts with Physics-Informed Neural Networks: A Review and Benchmarking Study

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.17379.

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

pith.paper-citation-record.v1
2503.17379 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 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:29:43.683788Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T11:58:22.761695Z

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 01882c1b-684a-4052-a8df-c461c36786c7 · inbound

Convolution-weighting method for the physics-informed neural network: A Primal-Dual Optimization Perspective cites this paper.

Convolution-weighting method for the physics-informed neural network: A Primal-Dual Optimization Perspective Challenges and Advancements in Modeling Shock Fronts with Physics-Informed Neural Networks: A Review and Benchmarking Study

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T18:29:43.683788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:29:43.683788Z digest=sha256:e830dc377fb3eef3810893cb063b49842ec24117575c792fee72d6d0d291e826

Observation ec4ed5c3-38e4-4211-8bf9-1af01d0ce467 · inbound

Discontinuity-aware KAN-based physics-informed neural networks cites this paper.

Discontinuity-aware KAN-based physics-informed neural networks Challenges and Advancements in Modeling Shock Fronts with Physics-Informed Neural Networks: A Review and Benchmarking Study

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T18:26:50.321992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:26:50.321992Z digest=sha256:637a6be9341bf82cf48855eca2a77cb54d83f2e2888aacbc354f6c2a8113beee

Observation 02ba2342-7c7b-464f-8b56-d031f1118f73 · inbound

CLINN: Conservation Law Informed Neural Network for Approximating Discontinuous Solutions cites this paper.

CLINN: Conservation Law Informed Neural Network for Approximating Discontinuous Solutions Challenges and Advancements in Modeling Shock Fronts with Physics-Informed Neural Networks: A Review and Benchmarking Study

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:58:22.766606Z

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=2026-08-05T11:58:19.514519Z digest=sha256:9fdc658b9d4cd677516e9d0cc2541280fd450773830fbe36ccf780b6a34d9f8d

Observation 3f6ff3f1-df35-4219-a72b-a603de37f7c8 · inbound

Spatio-temporal, multi-field deep learning of shock propagation in meso-structured media cites this paper.

Spatio-temporal, multi-field deep learning of shock propagation in meso-structured media Challenges and Advancements in Modeling Shock Fronts with Physics-Informed Neural Networks: A Review and Benchmarking Study

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T16:08:57.258852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T16:08:57.258852Z digest=sha256:9b32319104f252e66da8a67fedf976806e3e77b15fd44b16d6cf7f7f10375558