Pith. sign in

Paper Citation Record · LEDGER

Deep Learning to Automate Parameter Extraction and Model Fitting of Two-Dimensional Transistors

As of 17 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2507.05134.

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

pith.paper-citation-record.v1
2507.05134 v1

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:38:39.719957Z

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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0455d71e-c241-4021-83ec-7499f7798338 · outbound

This paper cites the forward neural network.

Deep Learning to Automate Parameter Extraction and Model Fitting of Two-Dimensional Transistors the forward neural network

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:38:40.131181Z

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=2026-08-06T19:38:39.648645Z digest=sha256:6749751908ba4bcc408789fd05b740467e2d0654d8966b6f732db68a88673cae

Observation a3b2142e-a7ec-498f-a725-f6e71ad22db1 · outbound

This paper cites curse of dimensionality,.

Deep Learning to Automate Parameter Extraction and Model Fitting of Two-Dimensional Transistors curse of dimensionality,

Reference 10

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:38:39.984562Z

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=2026-08-06T19:38:39.719957Z digest=sha256:02d35c81ea592fdc826524ef2834aa6d01e1a4e4241984569154be3bf27ecc76

Pith citing papers

No inbound Pith citation observations are available.