Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T05:10:11.257897Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 2 inbound Pith citation observations for arXiv:1909.01946.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T05:10:11.257897Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-14T15:50:09.872845Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-14T05:06:03.068534Z
19 of 19 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c5baf6a3-3dfa-473b-86ca-dc6d0d535830 · outbound
FCHL revisited: faster and more accurate quantum machine learning Each of the nRs2 basis functions in this set is placed on an equidistant grid from rcut nRs2 to rcut, with rcut being the cutoff radius
Reference 1
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.
Observation 5fc62b6d-2884-4d69-8a2f-f64075b3ebba · outbound
FCHL revisited: faster and more accurate quantum machine learning operator quantum machine learning
Reference 2
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.
Observation 8f4b1340-0a3d-46d4-b16d-712c840cd313 · outbound
FCHL revisited: faster and more accurate quantum machine learning 1,24,25,33–36,43 In KRR the energy, U∗, of a query compound, c, can be decomposed into the sum of atomic energies
Reference 3
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.
Observation 8787a368-4785-4627-8029-3333ea75bbc1 · outbound
FCHL revisited: faster and more accurate quantum machine learning In the operator quantum machine learning (OQML) approach introduced in ref
Reference 4
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.
Observation aa5c07c3-cdc8-432d-a3c3-2f8ef1330228 · outbound
FCHL revisited: faster and more accurate quantum machine learning Unresolved cited work
Reference 5
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.
Observation 82b21ade-399f-489e-a95c-d8af36f63823 · outbound
FCHL revisited: faster and more accurate quantum machine learning Unresolved cited work
Reference 6
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.
Observation 6ea84c29-0ac9-4347-b269-a493fe14cddf · outbound
FCHL revisited: faster and more accurate quantum machine learning universal
Reference 7
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.
Observation 291d951a-d467-478c-b7b1-a4c8cb28a4a5 · outbound
FCHL revisited: faster and more accurate quantum machine learning 3 we compare the predictive accuracy of a num- ber of kernel-based models for the atomization energy of molecules in the QM9 dataset
Reference 8
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.
Observation f51199e6-a95e-4df7-a6b2-869653a8f23f · outbound
FCHL revisited: faster and more accurate quantum machine learning Unresolved cited work
Reference 9
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.
Observation 5791af96-c1ea-4920-b1f8-9b5dfc527eda · outbound
FCHL revisited: faster and more accurate quantum machine learning Unresolved cited work
Reference 10
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.
Observation 7e9b4ad7-c717-40f7-a7df-baf26c219851 · outbound
FCHL revisited: faster and more accurate quantum machine learning 22 As such, this dataset probes the performance of ML models on chemical systems that approach the condensed phase behavior
Reference 11
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.
Observation eedf4e75-ee22-4bf7-9fdd-67c19d4e6666 · outbound
FCHL revisited: faster and more accurate quantum machine learning Unresolved cited work
Reference 12
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.
Observation 085c68b8-06ab-4bc3-84e0-7c30c34a270c · outbound
FCHL revisited: faster and more accurate quantum machine learning For FCHL18 and aSLATM, all parameters are set to the default values in QML, and for FCHL19, the values in Appendix A are used
Reference 13
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.
Observation ad1fcd8d-9890-4ea9-936d-76f026c4a56e · outbound
FCHL revisited: faster and more accurate quantum machine learning These timings are given in Table II
Reference 14
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.
Observation 0385bbd1-9598-40c8-a772-ce7c97732fa3 · outbound
FCHL revisited: faster and more accurate quantum machine learning For each molecule, the Perdew–Burke-Ernzerhof (PBE) equilib- rium geometry is available along with 13 different properties also calculated at the DFT level
Reference 15
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.
Observation 2a217ff5-fbaf-48d3-86cd-fd33bcdbb84e · outbound
FCHL revisited: faster and more accurate quantum machine learning uncharacterized
Reference 16
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.
Observation 9b71e26f-c22f-4253-a21e-e89eca817ed8 · outbound
FCHL revisited: faster and more accurate quantum machine learning Unresolved cited work
Reference 17
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.
Observation 2a836e86-4e36-4fe8-819c-a146d96ee1bd · outbound
FCHL revisited: faster and more accurate quantum machine learning For each sample, a dispersion-corrected DFT singlepoint energy is calculated at the PBEh-3c level of theory
Reference 18
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.
Observation af3968bb-d848-4e19-850e-725ecc1111c7 · outbound
FCHL revisited: faster and more accurate quantum machine learning Quantum machine learning using atom-in-molecule-based fragments selected on-the-fly
Reference 19
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.
Observation 187d4d60-4739-4bd2-b7fe-616982e7a5eb · inbound
Physical machine learning outperforms "human learning" in Quantum Chemistry FCHL revisited: faster and more accurate quantum machine learning
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc906f9b-4057-46ed-9a91-62f620ca5a7a · inbound
Regression-clustering for Improved Accuracy and Training Cost with Molecular-Orbital-Based Machine Learning FCHL revisited: faster and more accurate quantum machine learning
Reference 360
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.