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Paper Citation Record · LEDGER

Machine Learning-Based Reward-Driven Tuning of Scanning Probe Microscopy: Towards Fully Automated Microscopy

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.04055.

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

pith.paper-citation-record.v1
2408.04055 v2

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 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:08:30.949785Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:14:36.534148Z

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 d45cca4d-16f0-42ac-b311-f55fd31870ac · inbound

PICTS: A Novel Deep Reinforcement Learning Approach for Dynamic P-I Control in Scanning Probe Microscopy cites this paper.

PICTS: A Novel Deep Reinforcement Learning Approach for Dynamic P-I Control in Scanning Probe Microscopy Machine Learning-Based Reward-Driven Tuning of Scanning Probe Microscopy: Towards Fully Automated Microscopy

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-08T13:08:30.949785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:08:30.949785Z digest=sha256:ecf58f3acea2c73db976a2a7cd9285375367d2263f7df34d87d6b5b813690d59

Observation da92fcd4-d5ae-4d9c-b37f-13b4070ef557 · inbound

Mic-hackathon 2024: Hackathon on Machine Learning for Electron and Scanning Probe Microscopy cites this paper.

Mic-hackathon 2024: Hackathon on Machine Learning for Electron and Scanning Probe Microscopy Machine Learning-Based Reward-Driven Tuning of Scanning Probe Microscopy: Towards Fully Automated Microscopy

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:14:36.538271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:14:36.458228Z digest=sha256:88354ef520d2c4f6c2925cfabbba2b9eed781f5d7a88081a4ff6996232c123c4