Pith. sign in

Paper Citation Record · LEDGER

The transformative capability of quantum-accurate machine learning interatomic potentials

As of 19 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2506.02328.

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

pith.paper-citation-record.v1
2506.02328 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:30:25.837625Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

19 of 19 outbound references displayed

  • verified exact9
  • verified fuzzy3
  • unresolved5
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation badff150-9b1f-4468-8bc8-b3ae9cf0ae8f · outbound

This paper cites Extreme Metasta- bility of Diamond and its Transformation to the BC8 Post-Diamond Phase of Carbon.

The transformative capability of quantum-accurate machine learning interatomic potentials Extreme Metasta- bility of Diamond and its Transformation to the BC8 Post-Diamond Phase of Carbon

Reference 1

Resolution
verified exact
doi, observed 2026-08-07T11:30:27.508912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:24.148791Z digest=sha256:f0b0abf7d537e344bc926845c2e335dbad504fc37756bcadc89f394c187f6cda

Observation 1f82d8c3-4916-4f9e-adf9-19fc351ddac5 · outbound

This paper cites Phase diagram of carbon at high pressures and temperatures.

The transformative capability of quantum-accurate machine learning interatomic potentials Phase diagram of carbon at high pressures and temperatures

Reference 2

Resolution
verified exact
doi, observed 2026-08-07T11:30:27.292857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:24.199291Z digest=sha256:24725257a6d743292aeebfb7638e1e9cfb54b91d0716e4c722332146633f6183

Observation 1977fc29-6eac-46a1-bac7-e77ed7234954 · outbound

This paper cites New empirical approach for the structure and energy of covalent systems.

The transformative capability of quantum-accurate machine learning interatomic potentials New empirical approach for the structure and energy of covalent systems

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T11:30:24.206013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:30:24.206013Z digest=sha256:be15794af922aa219f718505d0710c7d2bdaaf662b42ad6649b6b38a79c587cb

Observation 0f3bfe14-1558-47f9-8834-2b44c349082f · outbound

This paper cites Carbon under extreme conditions: Phase boundaries and electronic properties from first-principles theory.

The transformative capability of quantum-accurate machine learning interatomic potentials Carbon under extreme conditions: Phase boundaries and electronic properties from first-principles theory

Reference 4

Resolution
verified exact
doi, observed 2026-08-07T11:30:27.128726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:24.344511Z digest=sha256:0bb7c9082ae28f382f45d351c583047fe4737bb8598930abc92ff83cfb89b0ef

Observation 4cba85cd-aa8a-48e0-bfaf-cd468a371acb · outbound

This paper cites Carbon under extreme conditions, a first principles theoretical study.

The transformative capability of quantum-accurate machine learning interatomic potentials Carbon under extreme conditions, a first principles theoretical study

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:30:28.380164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:24.418315Z digest=sha256:fdb0f8c2e6ebb9b74facd07dedea0e7be0ae1a4d38c94ff46bb837453f3eb3f3

Observation 09b059b4-81c6-4ea0-a1a1-d843ff109de1 · outbound

This paper cites Molecular dynamics of MgSiO3 perovskite at high pressures: Equation of state, structure, and melting transition.

The transformative capability of quantum-accurate machine learning interatomic potentials Molecular dynamics of MgSiO3 perovskite at high pressures: Equation of state, structure, and melting transition

Reference 6

Resolution
verified exact
doi, observed 2026-08-07T11:30:26.907760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:24.532450Z digest=sha256:d94b1e8ad1f26fd4f519e58abec61052811941269d9f9e5241043a7397c680db

Observation b737ab61-d71a-4ad0-83ed-dbf435196691 · outbound

This paper cites Ab initio molecular dynamics simulations of melting in forsterite and MgSiO 3 perovskite.

The transformative capability of quantum-accurate machine learning interatomic potentials Ab initio molecular dynamics simulations of melting in forsterite and MgSiO 3 perovskite

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T11:30:28.228205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:24.617244Z digest=sha256:313d9d0a269efda34faf8f445012f74150623514d12717f952a38e745e589130

Observation e7fbdc46-3e00-4aac-9b7a-9dfa1ab713ec · outbound

This paper cites Melting of Lithium Hydride under Pressure.

The transformative capability of quantum-accurate machine learning interatomic potentials Melting of Lithium Hydride under Pressure

Reference 8

Resolution
verified exact
doi, observed 2026-08-07T11:30:26.719179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:24.706376Z digest=sha256:2a1a44036efe68a2bd6f63e4a9a358b2dc6bb8715d6f0374a5656b7acc3bdb0b

Observation 2a4991c4-5802-4ba4-9d15-aab4efc7f7b1 · outbound

This paper cites First-principles multiphase equation of state of carbon under extreme conditions.

The transformative capability of quantum-accurate machine learning interatomic potentials First-principles multiphase equation of state of carbon under extreme conditions

Reference 9

Resolution
verified exact
doi, observed 2026-08-07T11:30:26.532662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:24.835692Z digest=sha256:04ce3a866da3b32ebb21e2a32287d2e149a71ff54abbc653babd524acdbddbaa

Observation 8114acf0-fcd1-4dec-b051-1aeea5cb0935 · outbound

This paper cites Melting temperature of diamond at ultrahigh pressure.

The transformative capability of quantum-accurate machine learning interatomic potentials Melting temperature of diamond at ultrahigh pressure

Reference 10

Resolution
verified exact
doi, observed 2026-08-07T11:30:26.343276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:24.920213Z digest=sha256:8836dd84899aee7e34d33eb858413476168c7b1ac8151e8bf5bf2127e43ea010

Observation f92096b7-ec7c-4ae3-b331-fd2e5b567171 · outbound

This paper cites Beyond Diamond: Seeking An Elusive Phase of Carbon.

The transformative capability of quantum-accurate machine learning interatomic potentials Beyond Diamond: Seeking An Elusive Phase of Carbon

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:30:27.983276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:25.052608Z digest=sha256:fb6e559d220e2efd98fb8bd4ae6126ae8922ddd6075e61cd1076020c18c2a6ae

Observation 17097bd8-6ba3-4d54-a7dc-07a585752293 · outbound

This paper cites Metastability of diamond ramp-compressed to 2 terapascals.

The transformative capability of quantum-accurate machine learning interatomic potentials Metastability of diamond ramp-compressed to 2 terapascals

Reference 12

Resolution
verified exact
doi, observed 2026-08-07T11:30:26.178792Z

Source-reported events for the cited work

correction dated 2022-04-21. Source: crossref record 10.1038/s41586-022-04751-9->10.1038/s41586-020-03140-4:correction, observed 2026-07-11T03:06:59.544001+00:00. This notice travels one citation hop only.

source=pdf_text observed=2026-08-07T11:30:25.175528Z digest=sha256:c30f7fc210be8cd3af1b0443b7392e65245b9d088763b128b7b153b928ffd4b9

Observation 4d260399-d719-4ddd-b115-a785aa2ce166 · outbound

This paper cites Spectral neighbor analysis method for automated generation of quantum-accurate interatomic potentials.

The transformative capability of quantum-accurate machine learning interatomic potentials Spectral neighbor analysis method for automated generation of quantum-accurate interatomic potentials

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T11:30:25.275351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:30:25.275351Z digest=sha256:99032dfab30d72024b97c4a68bfcca0941c2200f63b788f0feee09b3319c982b

Observation 75e9a03a-3bff-4e3a-a82f-eee02661849d · outbound

This paper cites Direct observation of strong momentum-dependent electron-phonon coupling in a metal.

The transformative capability of quantum-accurate machine learning interatomic potentials Direct observation of strong momentum-dependent electron-phonon coupling in a metal

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T11:30:25.402151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:30:25.402151Z digest=sha256:f6f47e274d3dc223631a3c4e0b8d82236a669a30484b67de8fe8e7092aa76d25

Observation 34ff36c0-4012-4828-a082-38af40546cf9 · outbound

This paper cites Measuring the melting curve of iron at super-Earth core conditions.

The transformative capability of quantum-accurate machine learning interatomic potentials Measuring the melting curve of iron at super-Earth core conditions

Reference 15

Resolution
malformed identifier
doi_truncated, observed 2026-08-07T11:30:27.801069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:25.494128Z digest=sha256:e47969da780f9dd1a48a4a7cea713ffc58392d2aaa02ffa107335994353febe2

Observation fbd3900c-79b9-4c9f-a035-bc48a72c726c · outbound

This paper cites Energy versus free-energy conservation in first- principles molecular dynamics.

The transformative capability of quantum-accurate machine learning interatomic potentials Energy versus free-energy conservation in first- principles molecular dynamics

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:30:27.634442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:25.593092Z digest=sha256:c0902793fc7501dbadcac160234e4a3528302ba69d8a3f2154d8ca3ee9766e88

Observation fc6e39ec-31d6-44a8-bcd7-55b6d4a68cfa · outbound

This paper cites Machine learning interatomic potential for simulations of carbon at extreme conditions.

The transformative capability of quantum-accurate machine learning interatomic potentials Machine learning interatomic potential for simulations of carbon at extreme conditions

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T11:30:25.663500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:30:25.663500Z digest=sha256:a338f96bf15f082cf82bd2c3692de1eb59aa6adffae234d072b286b201a7476a

Observation 590604eb-0b8f-4c70-bd3b-42f11126da44 · outbound

This paper cites Warm dense matter simulation via electron temperature dependent deep potential molecular dynamics.

The transformative capability of quantum-accurate machine learning interatomic potentials Warm dense matter simulation via electron temperature dependent deep potential molecular dynamics

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T11:30:25.738106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:30:25.738106Z digest=sha256:253f53c8efe10f902150e3f28eae1cf7e9b3a5d694dd1f3f06920aad3b6d4025

Observation 987019cf-f9d4-4d10-9203-af2b45fa3de1 · outbound

This paper cites Shock Hugoniot calculations using on-the-fly machine learned force fields with ab initio accuracy.

The transformative capability of quantum-accurate machine learning interatomic potentials Shock Hugoniot calculations using on-the-fly machine learned force fields with ab initio accuracy

Reference 19

Resolution
verified exact
doi, observed 2026-08-07T11:30:26.001175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:30:25.837625Z digest=sha256:4cb88127268e9704d25bb804bf1d2f48c196f7298ae5d059080f32e7fc0dc804

Pith citing papers

No inbound Pith citation observations are available.