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Paper Citation Record · LEDGER

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials

As of 14 August 2026, this Paper Citation Record lists 100 of 300 outbound references and 0 inbound Pith citation observations for arXiv:2502.07335.

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

pith.paper-citation-record.v1
2502.07335 v2

Coverage vector

measured 100 of 300 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:08:49.464895Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

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Source: cited_works

Reference resolution

100 of 300 outbound references displayed

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Outbound references

Observation f14d0004-6b2f-4d12-923e-9167fab331df · outbound

This paper cites an unresolved cited work.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

Reference 1

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Observation d687cf4b-1a10-4cf9-97f0-4c44151847e3 · outbound

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

Reference 2

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Observation afba0ba7-4d64-437e-bb6c-54ec34dd74af · outbound

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

Reference 3

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

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Tersoff, New empirical approach for the structure and energy of covalent systems, Phys

Reference 4

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

Reference 5

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This paper cites Chenoweth, A.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Chenoweth, A

Reference 6

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This paper cites Sathyamurthy and L.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Sathyamurthy and L

Reference 7

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Reference 8

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Observation 73da8e18-7441-4110-9985-bb305726a574 · outbound

This paper cites Ischtwan and M.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Ischtwan and M

Reference 9

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This paper cites Hastie, R.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Hastie, R

Reference 10

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

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This paper cites Marx and J.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Marx and J

Reference 12

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Observation d2c0ece2-2cca-4f7e-9d87-d12329a5c5e1 · outbound

This paper cites Lasorne, M.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Lasorne, M

Reference 13

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

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This paper cites Carleo, I.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Carleo, I

Reference 17

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Observation 0b3c0ef4-0a7c-4ed1-9565-7cebaeeb9160 · outbound

This paper cites Manzhos, R.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Manzhos, R

Reference 18

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Manzhos and T

Reference 19

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This paper cites Meuwly, Machine Learning for Chemical Reactions, Chem.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Meuwly, Machine Learning for Chemical Reactions, Chem

Reference 20

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

Reference 21

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Chmiela, A

Reference 22

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Fu and D

Reference 24

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

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Observation 438940e1-9dcb-437f-852b-3cf867bde442 · outbound

This paper cites Mortazavi, Recent Advances in Machine Learning-Assisted Multiscale Design of Energy Materials, Advanced Energy Materials, 2024, n/a, 2403876.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Mortazavi, Recent Advances in Machine Learning-Assisted Multiscale Design of Energy Materials, Advanced Energy Materials, 2024, n/a, 2403876

Reference 27

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This paper cites Mishin, Machine-learning interatomic potentials for materials science, Acta Materialia, 2021, 214, 116980.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Mishin, Machine-learning interatomic potentials for materials science, Acta Materialia, 2021, 214, 116980

Reference 28

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Friederich, F

Reference 29

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Xie, Z.-X

Reference 30

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Cheng, C

Reference 31

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Chen, X.-Y

Reference 34

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Westermayr and P

Reference 37

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Li and S

Reference 38

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Gastegger, J

Reference 39

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Raimbault, A

Reference 40

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Observation 0d48d67a-9b27-4e92-9e22-516c07a6576b · outbound

This paper cites Zhang, S.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Zhang, S

Reference 41

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Westermayr and P

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Schütt, O

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Reference 45

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Reference 46

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Reference 47

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Reference 48

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This paper cites Behler, Four Generations of High -Dimensional Neural Network Potentials, Chem.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Behler, Four Generations of High -Dimensional Neural Network Potentials, Chem

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Musil, A

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This paper cites Behler and G.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Behler and G

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Kocer, T

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Reference 54

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Zhang, V

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Observation 896a74f6-6de3-4685-9c95-fd7b8cb48911 · outbound

This paper cites Batzner, A.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Batzner, A

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Observation f61fd213-bd68-48fb-87cb-9d0534b4d06a · outbound

This paper cites Martin -Barrios, E.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Martin -Barrios, E

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Observation e0957aef-18b1-4996-8047-e95b1f97db72 · outbound

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Reference 58

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Observation dbb0bd2a-3ccc-40ac-8e8f-0cdb51276722 · outbound

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Reference 59

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Reference 60

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This paper cites Hobday, R.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Hobday, R

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Reference 62

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Gassner, M

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Reference 64

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Reference 65

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Observation 76dc2f3f-f31c-4a7c-93e7-d459590fd1e0 · outbound

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

Reference 66

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Observation 4f0b2a32-0bf1-45eb-b79e-3d5ea99bc118 · outbound

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Manzhos and T

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Observation aceed2e5-66e1-4215-8894-cc41f9394158 · outbound

This paper cites Manzhos and T.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Manzhos and T

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Observation f0bb3dc9-d4be-4f06-8cce-9139f8ed224e · outbound

This paper cites Manzhos and T.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Manzhos and T

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Observation 6e9e0869-5199-4b82-95a2-deca2eee5429 · outbound

This paper cites Manzhos and T.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Manzhos and T

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Observation 61dc2fba-5267-44ba-b2ab-860fea81dc32 · outbound

This paper cites Malshe, R.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Malshe, R

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Observation 35c4feb1-e837-4254-b4db-ecee879e67d3 · outbound

This paper cites Lorenz, A.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Lorenz, A

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Observation dcf81575-b130-479b-a536-2ec999e72f18 · outbound

This paper cites Behler, S.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Behler, S

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Observation bcaf4e0c-4c41-40b3-9734-e2045e07fae6 · outbound

This paper cites Hollebeek, T.-S.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Hollebeek, T.-S

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Observation ea07be7e-723a-49de-8e9f-d99b8a1647dd · outbound

This paper cites Dawes, D.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Dawes, D

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Observation 52757fe8-598e-4379-9847-dbb1006c6844 · outbound

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

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Observation 94dc54b1-b1ad-4419-b73f-03d0400347d0 · outbound

This paper cites Behler, Perspective: Machine learning potentials for atomistic simulations, J.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Behler, Perspective: Machine learning potentials for atomistic simulations, J

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Observation b07b2558-faf9-4774-90da-2099d8d8a7b2 · outbound

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

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Observation 94ee8224-91b4-4770-8de3-92c6b7b780f7 · outbound

This paper cites Huang, B.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Huang, B

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Observation 140285f6-7074-4064-bef3-feb7d1742b51 · outbound

This paper cites Xie and J.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Xie and J

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Observation 5f651de6-0d18-40e0-9c7b-d8bfeb9afe67 · outbound

This paper cites Bholoa, S.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Bholoa, S

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Observation 4a9be48f-7ebb-4fbe-865b-cfa7f758acfc · outbound

This paper cites Behler and M.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Behler and M

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Observation 30031ed1-4055-4a1c-bd6d-6dea58f451b8 · outbound

This paper cites Behler, Atom -centered symmetry functions for constructing high -dimensional neural network potentials, J.

The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Behler, Atom -centered symmetry functions for constructing high -dimensional neural network potentials, J

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Observation ef31950d-7130-4190-b22b-4752874f7a90 · outbound

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Derksen and G

Reference 85

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Chmiela, H

Reference 86

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Gilmer, S

Reference 89

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Nandi, C

Reference 91

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Reference 92

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Reference 93

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Nandi, G

Reference 94

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Reference 95

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Reference 96

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Reference 97

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials G old Standard

Reference 98

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Reference 99

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The Evolution of Machine Learning Potentials for Molecules, Reactions and Materials Unresolved cited work

Reference 100

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Pith citing papers

No inbound Pith citation observations are available.