RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials | Paper Citation Record

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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This paper cites The scaling factors are written to ascaling.datafile and reloaded unchanged during prediction.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials The scaling factors are written to ascaling.datafile and reloaded unchanged during prediction

Reference 6

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 8

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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This paper cites During training, possible zeroth order reference values for the atomic energiesε 0, e.g.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials During training, possible zeroth order reference values for the atomic energiesε 0, e.g

Reference 10

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 11

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 12

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 13

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials force trick

Reference 14

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 15

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This paper cites The charge density is interpolated onto the grid, the Poisson equation is solved in Fourier space, and the result is interpolated back to the particle positions.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials The charge density is interpolated onto the grid, the Poisson equation is solved in Fourier space, and the result is interpolated back to the particle positions

Reference 16

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 17

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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This paper cites Let ˆys andy s denote the predicted and reference values for samples, and letSbe the number of samples in the current batch.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Let ˆys andy s denote the predicted and reference values for samples, and letSbe the number of samples in the current batch

Reference 19

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 20

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Observation 8a4bba45-0327-41db-9dae-4bcf1b679f04 · outbound

This paper cites Dataset Generation and HDNNP T raining The water dataset used for all performance benchmarks was drawn from the dataset of Thiemannet al.[84].

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Dataset Generation and HDNNP T raining The water dataset used for all performance benchmarks was drawn from the dataset of Thiemannet al.[84]

Reference 21

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This paper cites After using this tool, the authors reviewed and edited the content as needed and take full responsibility for the content of the published article.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials After using this tool, the authors reviewed and edited the content as needed and take full responsibility for the content of the published article

Reference 22

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Observation 49ab7b55-c012-46e1-890c-ab16f3cfde6a · outbound

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

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Behler, Perspective: Machine learning potentials for atomistic simulations, J

Reference 23

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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Observation bb1b2ae5-8c8f-46cc-935e-d3b438ceffae · outbound

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Friederich, F

Reference 26

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Behler and G

Reference 27

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials K¨ aser, L

Reference 28

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Behler and M

Reference 29

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 31

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 33

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This paper cites Drautz, Atomic cluster expansion for accurate and transferable interatomic potentials, Phys.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Drautz, Atomic cluster expansion for accurate and transferable interatomic potentials, Phys

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Batatia, P

Reference 36

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 37

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Nomura, S

Reference 38

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 39

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

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Behler, Four Generations of High-Dimensional Neural Network Potentials, Chem

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Morawietz, V

Reference 41

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Artrith, T

Reference 42

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 46

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Khorshidi and A

Reference 47

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Artrith and A

Reference 48

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 51

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Singraber, J

Reference 52

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 53

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Pellegrini, R

Reference 54

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials van der Heide, J

Reference 55

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This paper cites Behler, Constructing high-dimensional neural network potentials: A tutorial review, Int.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Behler, Constructing high-dimensional neural network potentials: A tutorial review, Int

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This paper cites Behler, First Principles Neural Network Potentials for Reactive Simulations of Large Molecular and Condensed Systems, Angew.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Behler, First Principles Neural Network Potentials for Reactive Simulations of Large Molecular and Condensed Systems, Angew

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This paper cites Molecular Dynamics Simulations of $\gamma$-Belite(010)-Water Interfaces with High-Dimensional Neural Network Potentials.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Molecular Dynamics Simulations of $\gamma$-Belite(010)-Water Interfaces with High-Dimensional Neural Network Potentials

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Observation c92285be-25f7-4f50-ab6d-6e176ccfb383 · outbound

This paper cites Walsh, Crystal structure of MOF-5 (2005),https://github.com/WMD-group/Crystal_structures/blob/master/MOFs/ MOF-5/MOF5.cif, accessed: 2026-06-10.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Walsh, Crystal structure of MOF-5 (2005),https://github.com/WMD-group/Crystal_structures/blob/master/MOFs/ MOF-5/MOF5.cif, accessed: 2026-06-10

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Observation d8e6eda7-78c3-49cf-a055-7c9bb0ae425b · outbound

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Eckhoff and J

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Eckhoff and J

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

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Observation 7e8614ad-e294-49a6-9590-f23c0b227ad0 · outbound

This paper cites Behler, Representing potential energy surfaces by high-dimensional neural network potentials, J.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Behler, Representing potential energy surfaces by high-dimensional neural network potentials, J

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

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Behler, Atom-centered symmetry functions for constructing high-dimensional neural network potentials, J

Reference 64

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Observation b4d63e16-3662-488b-82b5-fec4f2d925fb · outbound

This paper cites Muhli, X.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Muhli, X

Reference 65

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Observation a9aa0136-9133-4019-8f43-6b8d4971abda · outbound

This paper cites Tkatchenko and M.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Tkatchenko and M

Reference 66

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 67

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This paper cites Eckhoff and M.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Eckhoff and M

Reference 68

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This paper cites Eckhoff and J.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Eckhoff and J

Reference 69

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Sadeghi, S

Reference 70

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Parsaeifard, D

Reference 71

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Tao and L

Reference 72

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Reference 73

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 74

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This paper cites an unresolved cited work.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 75

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Grimme, J

Reference 76

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 77

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This paper cites Adam: A Method for Stochastic Optimization.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Adam: A Method for Stochastic Optimization

Reference 78

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 79

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 80

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Singraber, T

Reference 81

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Observation 81ea9a29-6538-4120-a007-7e4e0888c496 · outbound

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 82

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Observation 093d56fa-9e14-44d9-bebf-a95c9fb5a889 · outbound

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Essmann, L

Reference 83

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Gubler, J

Reference 84

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Observation 869ee30c-4e5c-426f-ae7e-4892e494c764 · outbound

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Schran, K

Reference 85

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Plimpton, Fast parallel algorithms for short-range molecular dynamics, Journal of Computational Physics117, 1 (1995)

Reference 86

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Sch¨ afer, runner-interface: Generic Python interfaces to the RuNNer code

Reference 87

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 88

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 89

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Sch¨ afer, runnerase-prediction: Prediction calculators for the Ruhr University Neural Network energy represen- tation (RuNNer)

Reference 90

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Observation d2ae09e1-bfd7-446e-90a0-18697dc87fce · outbound

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 91

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Observation c9440dd4-f833-476e-b1f5-f570fefdc140 · outbound

This paper cites Sch¨ afer, and Alexander L.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Sch¨ afer, and Alexander L

Reference 92

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Observation 4865da3f-3f3b-452e-abba-7d4a1a9054d3 · outbound

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 93

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Observation 4c91e02d-3234-4032-9761-79436cbe3897 · outbound

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 94

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Kocer, A

Reference 95

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Unresolved cited work

Reference 96

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Unavailable: canonical work link unavailable.

Observation 805226b4-7474-456c-8d85-b560c0e638cc · outbound

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Nguyen and B

Reference 97

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RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Glorot and Y

Reference 98

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This paper cites Eckhoff, F.

RuNNer 2.0: A Software Suite for High-Dimensional Neural Network Potentials Eckhoff, F

Reference 99

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Source-reported events for the cited work

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Reference 100

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