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Paper Citation Record · LEDGER

Symbolic regression outperforms other models for small data sets

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2103.15147.

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

pith.paper-citation-record.v1
2103.15147 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:06:23.357459Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T06:35:09.653641Z

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 2aa41b8e-bfa2-40b5-8c0f-7e394b6e1c8a · inbound

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression cites this paper.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Symbolic regression outperforms other models for small data sets

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-16T11:06:23.357459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:06:23.357459Z digest=sha256:493c6aa0b7478cbb1fafbce2743670ad99476571371b9f5afa74d42935608f53

Observation 4a44c366-66f2-4ed6-8038-bd38d2358596 · inbound

LLM-ODE: Data-driven Discovery of Dynamical Systems with Large Language Models cites this paper.

LLM-ODE: Data-driven Discovery of Dynamical Systems with Large Language Models Symbolic regression outperforms other models for small data sets

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-15T06:35:09.656455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-15T06:30:29.297712Z digest=sha256:8ad44af9dda6e7e25202061c1cfcb59631f788b48378c1fb5a7c3c032a06f0a2