SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites | Paper Citation Record

Observation 7c2e9eaf-c12e-4389-8421-0c65735176bb · outbound

This paper cites The Journal of Chemical Physics103, 4129–4137 (1995) https://doi.org/10.1063/1.469597.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites The Journal of Chemical Physics103, 4129–4137 (1995) https://doi.org/10.1063/1.469597

Reference 1

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Observation 675416b9-c8be-43a2-9538-852ee0ce7e5b · outbound

This paper cites Chemical Physics Letters 395, 210–215 (2004) https://doi.org/10.1016/j.cplett.2004.07.076.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Chemical Physics Letters 395, 210–215 (2004) https://doi.org/10.1016/j.cplett.2004.07.076

Reference 2

Resolution: verified exact; doi, observed 2026-08-02T01:04:25.291931Z

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Observation 1a772bf6-17ea-4149-94b1-eca3ac9251a1 · outbound

This paper cites Physical Review Letters98(14), 146401 (2007) https://doi.org/10.1103/PhysRevLett.98.146401.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Physical Review Letters98(14), 146401 (2007) https://doi.org/10.1103/PhysRevLett.98.146401

Reference 3

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Observation 48b27844-7baa-409f-8185-e0c8b27945a5 · outbound

This paper cites In: Proceedings of the 34th International Conference on Machine Learning, pp.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites In: Proceedings of the 34th International Conference on Machine Learning, pp

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:07.838965Z

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Observation 52e2ed82-4f94-4edb-b6f2-d1e6438cb4d2 · outbound

This paper cites Advances in Neural Information Processing Systems30 (2017).

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Advances in Neural Information Processing Systems30 (2017)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:07.924300Z

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Observation 8eb7249d-0fe7-45c3-bb50-34498ef8a3ec · outbound

This paper cites Nature Communications 13(1), 2453 (2022) https://doi.org/10.1038/s41467-022-29939-5.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Nature Communications 13(1), 2453 (2022) https://doi.org/10.1038/s41467-022-29939-5

Reference 6

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Observation f9d0b044-648d-4724-be1f-a93f37b90df1 · outbound

This paper cites Advances in Neural Information Processing Systems35, 11423–11436 (2022) 30.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Advances in Neural Information Processing Systems35, 11423–11436 (2022) 30

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:08.240890Z

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Observation 6d26d288-5720-4185-9a6e-1377e3f990ff · outbound

This paper cites The Journal of Chemical Physics163(18), 184110 (2025) https://doi.org/10.1063/5.0297006.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites The Journal of Chemical Physics163(18), 184110 (2025) https://doi.org/10.1063/5.0297006

Reference 8

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This paper cites Digital Discovery3(8), 1588–1598 (2024) https: //doi.org/10.1039/D4DD00041G.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Digital Discovery3(8), 1588–1598 (2024) https: //doi.org/10.1039/D4DD00041G

Reference 9

Resolution: verified exact; doi, observed 2026-08-02T01:04:25.090915Z

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Observation 5faa38aa-fff5-4e86-8bdb-69cef394824c · outbound

This paper cites an unresolved cited work.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Unresolved cited work

Reference 10

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This paper cites Nature Communications16(1), 10653 (2025) https://doi.org/10.1038/s41467-025-53812-y.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Nature Communications16(1), 10653 (2025) https://doi.org/10.1038/s41467-025-53812-y

Reference 11

Resolution: verified exact; doi, observed 2026-08-02T01:04:24.942795Z

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Observation 051aa005-0607-44d4-b99a-0e7a0ef98936 · outbound

This paper cites The Journal of Chemical Physics161(24), 244102 (2024) https://doi.org/10.1063/5.0234287.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites The Journal of Chemical Physics161(24), 244102 (2024) https://doi.org/10.1063/5.0234287

Reference 12

Resolution: verified exact; doi, observed 2026-08-02T01:04:24.728661Z

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Observation b95f8d02-bf43-49b3-b435-2602142f080b · outbound

This paper cites In: Proceedings of the 42nd International Conference on Machine Learning, vol.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites In: Proceedings of the 42nd International Conference on Machine Learning, vol

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:08.754475Z

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Observation 5d520e42-4385-4bbe-beb1-a29d02083696 · outbound

This paper cites e3nn: Euclidean Neural Networks.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites e3nn: Euclidean Neural Networks

Reference 14

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Observation 83c8e6c9-3bca-4743-8d5a-07403db71958 · outbound

This paper cites Journal of Physics: Condensed Matter29(27), 273002 (2017) https://doi.org/10.1088/1361-648X/aa680e.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Journal of Physics: Condensed Matter29(27), 273002 (2017) https://doi.org/10.1088/1361-648X/aa680e

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:08.886960Z

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Observation 03a032fa-c459-4915-860a-a9c38ffdf759 · outbound

This paper cites Journal of Computational Physics117(1), 1–19 (1995) https://doi.org/10.1006/jcph.1995.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Journal of Computational Physics117(1), 1–19 (1995) https://doi.org/10.1006/jcph.1995

Reference 16

Resolution: verified exact; doi, observed 2026-08-02T01:04:24.550835Z

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Observation e4b59a62-6cf5-40c5-841a-66d5d213267e · outbound

This paper cites e-Journal of Surface Science and Nanotechnology23, 323–327 (2025) https://doi.org/10.1380/ejssnt.2025-044.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites e-Journal of Surface Science and Nanotechnology23, 323–327 (2025) https://doi.org/10.1380/ejssnt.2025-044

Reference 17

Resolution: verified exact; doi, observed 2026-08-02T01:04:24.409126Z

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Observation a6e44041-8358-49d4-8b9f-8dff2bb2e919 · outbound

This paper cites Science and Technology of Advanced Materials: Methods3(1), 2253135 (2023) https://doi.org/10.1080/ 27660400.2023.2253135.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Science and Technology of Advanced Materials: Methods3(1), 2253135 (2023) https://doi.org/10.1080/ 27660400.2023.2253135

Reference 18

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This paper cites Scientific Reports 15, 1250 (2025) https://doi.org/10.1038/s41598-025-01250-5.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Scientific Reports 15, 1250 (2025) https://doi.org/10.1038/s41598-025-01250-5

Reference 19

Resolution: verified exact; doi, observed 2026-08-02T01:04:24.113371Z

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Observation e66b6278-621b-4590-9e7c-eb8d58d618b8 · outbound

This paper cites an unresolved cited work.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-02T01:04:23.862961Z

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Observation e2df1f07-7aa1-4b0f-8da2-405a25bd7a5e · outbound

This paper cites Nature Communications16(1), 4031 (2025) https://doi.org/10.1038/ s41467-025-59304-1.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Nature Communications16(1), 4031 (2025) https://doi.org/10.1038/ s41467-025-59304-1

Reference 21

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This paper cites The Journal of Chemical Physics 147(21), 214106 (2017) https://doi.org/10.1063/1.4997242.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites The Journal of Chemical Physics 147(21), 214106 (2017) https://doi.org/10.1063/1.4997242

Reference 22

Resolution: verified exact; doi, observed 2026-08-02T01:04:23.459694Z

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This paper cites The Journal of Chemical Physics113(22), 9978–9985 (2000) https://doi.org/10.1063/1.1323224.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites The Journal of Chemical Physics113(22), 9978–9985 (2000) https://doi.org/10.1063/1.1323224

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:09.801494Z

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Observation 5a54bb32-b3f9-4851-840a-6bf28d466b99 · outbound

This paper cites The Journal of Chemical Physics113(22), 9901–9904 (2000) https://doi.org/10.1063/1.1329672.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites The Journal of Chemical Physics113(22), 9901–9904 (2000) https://doi.org/10.1063/1.1329672

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:09.915197Z

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Observation 6e17df74-d91b-4803-9a30-810f1de5414b · outbound

This paper cites The Journal of Chemical Physics164(24), 244114 (2026) https://doi.org/10.1063/5.0327083.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites The Journal of Chemical Physics164(24), 244114 (2026) https://doi.org/10.1063/5.0327083

Reference 25

Resolution: verified exact; doi, observed 2026-08-02T01:04:23.273000Z

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Observation ad3bab52-c06d-4f15-b4c0-7c60fede458e · outbound

This paper cites Zenodo (2026).

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Zenodo (2026)

Reference 26

Resolution: verified exact; doi, observed 2026-08-02T01:04:23.159930Z

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Observation 8cffef14-08ad-4705-a4cf-81ef2fd9e7c9 · outbound

This paper cites Materials & Design265, 115851 (2026) https://doi.org/10.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Materials & Design265, 115851 (2026) https://doi.org/10

Reference 27

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This paper cites Scripta Materialia108, 1–5 (2015) https://doi.org/10.1016/j.scriptamat.2015.07.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Scripta Materialia108, 1–5 (2015) https://doi.org/10.1016/j.scriptamat.2015.07

Reference 28

Resolution: verified exact; doi, observed 2026-08-02T01:04:22.760878Z

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This paper cites Journal of Physics: Condensed Matter35, 353001 (2023) https: //doi.org/10.1088/1361-648x/acd831.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Journal of Physics: Condensed Matter35, 353001 (2023) https: //doi.org/10.1088/1361-648x/acd831

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:10.675240Z

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This paper cites Nature Machine Intelligence7, 836–847 (2025) https://doi.org/10.1038/s42256-025-01055-1.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Nature Machine Intelligence7, 836–847 (2025) https://doi.org/10.1038/s42256-025-01055-1

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:10.800123Z

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This paper cites World Scientific, Singapore (1988).

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites World Scientific, Singapore (1988)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:10.945701Z

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Observation 163666e8-4223-4fbd-a621-863e21b41542 · outbound

This paper cites Oxford University Press, Oxford, UK (1954).

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Oxford University Press, Oxford, UK (1954)

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:11.073187Z

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Observation e26e72a6-4b65-4329-9ba9-cdc37c069fbb · outbound

This paper cites an unresolved cited work.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Unresolved cited work

Reference 33

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Observation 93ac3293-4d94-40d1-93d0-a5f66034124d · outbound

This paper cites Nature Communications14(1), 79 (2023) https://doi.org/10.1038/ s41467-022-35364-0.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Nature Communications14(1), 79 (2023) https://doi.org/10.1038/ s41467-022-35364-0

Reference 34

Resolution: malformed identifier; no resolver link, observed 2026-08-02T00:59:11.298200Z

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Observation 4688422b-de3b-4db6-ba8c-c8629e49136d · outbound

This paper cites Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:11.383086Z

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Observation 6d70258c-9135-44fc-b07f-4a468a3eda7c · outbound

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SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:11.481512Z

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Observation 09c66076-6b05-4930-a96b-801e926a80a6 · outbound

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SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:11.580815Z

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Observation f96cc688-09d3-4169-88b8-8b9d8174c0ff · outbound

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SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:11.684949Z

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Observation 51d1cc13-a1de-4f57-be9c-78d93362cd7e · outbound

This paper cites Physical Review Letters77(18), 3865–3868 (1996) https://doi.org/10.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites Physical Review Letters77(18), 3865–3868 (1996) https://doi.org/10

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:11.812738Z

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Observation ec022cc9-a380-4233-8d11-fc4aedf28191 · outbound

This paper cites 7 . 4 3 3 3 7 4 4 1 0.0 0.0 0.0 7 . 4 3 3 3 7 4 4 1 0.0 0.0 0.0 1 0 . 8 4 1 7 0 2 2 7.

SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO$_2$, Li$_3$PO$_4$, and Perovskites 7 . 4 3 3 3 7 4 4 1 0.0 0.0 0.0 7 . 4 3 3 3 7 4 4 1 0.0 0.0 0.0 1 0 . 8 4 1 7 0 2 2 7

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T00:59:11.922649Z

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