Paper Citation Record · LEDGER

Physical machine learning outperforms "human learning" in Quantum Chemistry

As of 15 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 2 inbound Pith citation observations for arXiv:1908.00971.

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

pith.paper-citation-record.v1
1908.00971 v2

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:50:09.877810Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:06:02.987258Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T04:55:20.692948Z

Reference resolution

2 of 2 outbound references displayed

verified exact0
verified fuzzy0
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 187d4d60-4739-4bd2-b7fe-616982e7a5eb · outbound

This paper cites FCHL revisited: faster and more accurate quantum machine learning.

Physical machine learning outperforms "human learning" in Quantum Chemistry FCHL revisited: faster and more accurate quantum machine learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T15:50:09.872845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbc370f4-f7c9-44df-a23e-e068520e4d08 · outbound

This paper cites Deep Learning the Physics of Transport Phenomena.

Physical machine learning outperforms "human learning" in Quantum Chemistry Deep Learning the Physics of Transport Phenomena

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-14T15:50:09.877810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 646f4611-eb56-4a51-b607-eae3661faf89 · inbound

Regression-clustering for Improved Accuracy and Training Cost with Molecular-Orbital-Based Machine Learning cites this paper.

Regression-clustering for Improved Accuracy and Training Cost with Molecular-Orbital-Based Machine Learning Physical machine learning outperforms "human learning" in Quantum Chemistry

Reference 872

Resolution: unresolved; no resolver link, observed 2026-08-14T05:06:02.987258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9caffa89-39c3-4fab-8a00-6d2061529e24 · inbound

Ab-Initio Solution of the Many-Electron Schr\"odinger Equation with Deep Neural Networks cites this paper.

Ab-Initio Solution of the Many-Electron Schr\"odinger Equation with Deep Neural Networks Physical machine learning outperforms "human learning" in Quantum Chemistry

Reference 83

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:55:20.696458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.