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Paper Citation Record · LEDGER

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields

As of 16 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 0 inbound Pith citation observations for arXiv:2507.07926.

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

pith.paper-citation-record.v1
2507.07926 v1

Coverage vector

measured 96 of 96 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-06T18:36:53.058987Z

measured 96 of 96 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

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Reference resolution

96 of 96 outbound references displayed

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  • unresolved29
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Outbound references

Observation ae54db47-ed32-4f2b-8f04-53ffa60b0601 · outbound

This paper cites Crystalstructureand photoconductivityof caesiumplumbohalides.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Crystalstructureand photoconductivityof caesiumplumbohalides

Reference 1

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Observation 9eca085a-0b75-443c-a2b9-0a692439fd0d · outbound

This paper cites CH3NH3PbX3, ein Pb(II)-system mit kubischer perowskitstruktur/CH3NH3PbX3, a Pb (II)-system with cubic perovskite structure.Zeitschrift für Naturforschung B1978, 33, 1443–1445.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields CH3NH3PbX3, ein Pb(II)-system mit kubischer perowskitstruktur/CH3NH3PbX3, a Pb (II)-system with cubic perovskite structure.Zeitschrift für Naturforschung B1978, 33, 1443–1445

Reference 2

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source=pdf_text observed=2026-08-06T18:36:52.642707Z digest=sha256:30c2be21a3769b7837cdf401ca62d12a78c44227883db9072ffd7a213fa18333

Observation 36c9bf3f-342c-447e-af1b-af50a73aed63 · outbound

This paper cites An overview on enhancing the stability of lead halide perovskite quantum dots and their applications in phosphor-converted LEDs.Chemical Society Reviews 2019, 48, 310–350.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields An overview on enhancing the stability of lead halide perovskite quantum dots and their applications in phosphor-converted LEDs.Chemical Society Reviews 2019, 48, 310–350

Reference 3

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source=pdf_text observed=2026-08-06T18:36:52.647569Z digest=sha256:4170e0696dd13c45aa743d4b7670becc67ca48075e35fda0e7ac1a9d4c5e8386

Observation 10d2d6ac-2887-42b2-8df5-1d4593d22e63 · outbound

This paper cites S.; Yantara, N.; Liu, X.; Sabba, D.; Grätzel, M.; Mhaisalkar, S.; Sum, T.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields S.; Yantara, N.; Liu, X.; Sabba, D.; Grätzel, M.; Mhaisalkar, S.; Sum, T

Reference 4

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source=pdf_text observed=2026-08-06T18:36:52.652245Z digest=sha256:772dd9a27dc2539f46995b14d9b0b6fe2e55e55fbd31d6f0c3658fc5c30c00f6

Observation 30774cde-7da9-460e-b383-43b625656963 · outbound

This paper cites Sensing studies and appli- cations based on metal halide perovskite materials: current advances and future perspectives.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Sensing studies and appli- cations based on metal halide perovskite materials: current advances and future perspectives

Reference 5

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Observation 549ec099-6657-44fd-8149-d402e1785808 · outbound

This paper cites Organometal halide perovskites as visible- light sensitizers for photovoltaic cells.Journal of the American Chemical Society2009, 131, 6050–6051.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Organometal halide perovskites as visible- light sensitizers for photovoltaic cells.Journal of the American Chemical Society2009, 131, 6050–6051

Reference 6

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Observation f2507be7-f4df-4363-890c-9373d8aa54a2 · outbound

This paper cites J.; Noh, J.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields J.; Noh, J

Reference 7

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Observation 628c8a52-f7f1-4c5a-bc47-377eb538ae95 · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 8

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Observation 9bd3d63c-2935-49e4-8c00-94d934f42bc7 · outbound

This paper cites M.; Butler, K.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields M.; Butler, K

Reference 9

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source=pdf_text observed=2026-08-06T18:36:52.676180Z digest=sha256:d43887aba8d394412348c222f85019d7dc8bf6c2aa2735e423a55082170dfe39

Observation 15e78aef-4d47-4301-a4fd-bdbed71726c1 · outbound

This paper cites Unusual defect physics in CH3NH3PbI3 perovskite solar cell absorber.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unusual defect physics in CH3NH3PbI3 perovskite solar cell absorber

Reference 10

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source=pdf_text observed=2026-08-06T18:36:52.681176Z digest=sha256:3a070f13d93b4633ce588e586154f297d9037ae9e0413a8bc806929a43c3c4ef

Observation 49d4f71c-0c34-43d1-a809-c20c655a482e · outbound

This paper cites Light Absorption Coefficient of CsPbBr3 Perovskite Nanocrystals.The 30 Journal of Physical Chemistry Letters2018, 9, 3093–3097.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Light Absorption Coefficient of CsPbBr3 Perovskite Nanocrystals.The 30 Journal of Physical Chemistry Letters2018, 9, 3093–3097

Reference 11

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Observation 38dbccc6-c77d-4f07-a70f-44e5c30f9df0 · outbound

This paper cites K.; Gratzel, M.; De Angelis, F.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields K.; Gratzel, M.; De Angelis, F

Reference 12

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source=pdf_text observed=2026-08-06T18:36:52.690585Z digest=sha256:edd538eff3cee60f2fcd9b53a29cf3d1fedbb270b9e22577dbe102e2a9084451

Observation db56e634-ded8-48c7-8786-807e04785875 · outbound

This paper cites Intrinsic thermal instability of methylam- monium lead trihalide perovskite.Advanced Energy Materials2015, 5, 1500477.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Intrinsic thermal instability of methylam- monium lead trihalide perovskite.Advanced Energy Materials2015, 5, 1500477

Reference 13

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source=pdf_text observed=2026-08-06T18:36:52.695108Z digest=sha256:4d1e40001f67ceeef23ec076015ac29feba021114de83045a6b7e0103854e42c

Observation b350b50c-b8c2-4299-af05-2ecd9e99b04f · outbound

This paper cites Advanced Materials 2019, 31, 1805337.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Advanced Materials 2019, 31, 1805337

Reference 14

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source=pdf_text observed=2026-08-06T18:36:52.700561Z digest=sha256:e0c9c75ba1a511384d027322969c336714e0f60fc399229e07b841031f50777d

Observation 438ff516-4d99-4bbc-bc2e-e71901b5c029 · outbound

This paper cites A.; Makarov, S.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields A.; Makarov, S

Reference 15

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source=pdf_text observed=2026-08-06T18:36:52.704938Z digest=sha256:a8e961ebfe74c19266777a36b89755f92f82f417520180abd4f475155c681f97

Observation 3c2111f3-cc30-4d75-8fac-661dae9fa49b · outbound

This paper cites Halide Segregated Crystallization of Mixed-Halide Perovskites Revealed by In Situ GIWAXS.ACS Applied Materials & Interfaces 2024, 16, 8913–8921.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Halide Segregated Crystallization of Mixed-Halide Perovskites Revealed by In Situ GIWAXS.ACS Applied Materials & Interfaces 2024, 16, 8913–8921

Reference 16

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Observation 4435ba97-a81a-4a88-bd86-b8f2034c1669 · outbound

This paper cites A.; Winchester, A.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields A.; Winchester, A

Reference 17

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Observation 7734fc57-dd8e-431d-9b01-896cb4d051e9 · outbound

This paper cites C.; Kanatzidis, M.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields C.; Kanatzidis, M

Reference 18

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Observation cbe801fe-3845-42f0-8aca-97be50b6e586 · outbound

This paper cites Elastic Constants, Optical Phonons, and Molecular Relaxations in the High Temperature Plastic Phase of the CH3NH3PbBr3 Hybrid Perovskite.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Elastic Constants, Optical Phonons, and Molecular Relaxations in the High Temperature Plastic Phase of the CH3NH3PbBr3 Hybrid Perovskite

Reference 19

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Observation f4629b18-612d-4de9-a50e-1b5c239ea0f9 · outbound

This paper cites K.; Liang, X.; Balciunas, S.; Semenikhin, O.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields K.; Liang, X.; Balciunas, S.; Semenikhin, O

Reference 20

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Observation cb624b81-263f-40fd-948d-9843d1f3362b · outbound

This paper cites Z.; Waqas, M.; Leung, T.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Z.; Waqas, M.; Leung, T

Reference 21

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Observation 8ca34bec-e59a-4a41-b9b8-7b5135319fbe · outbound

This paper cites A thin film (< 200 nm) perovskite solar cell with 18% efficiency.Journal of Materials Chemistry A2020, 8, 17420–17428.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields A thin film (< 200 nm) perovskite solar cell with 18% efficiency.Journal of Materials Chemistry A2020, 8, 17420–17428

Reference 22

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source=pdf_text observed=2026-08-06T18:36:52.735787Z digest=sha256:10a304326fd0e4a76f186582e67fafb8932fdecdfb5453613953cd5a7722ff32

Observation 7bd0f479-ccb2-4ba7-904b-1a5a5e35208f · outbound

This paper cites Three-Dimensional Methylhydrazinium Lead Halide Perovskites: Structural Changes and Ef- fects on Dielectric, Linear, and Nonlinear Optical Properties Entailed by the Halide Tuning.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Three-Dimensional Methylhydrazinium Lead Halide Perovskites: Structural Changes and Ef- fects on Dielectric, Linear, and Nonlinear Optical Properties Entailed by the Halide Tuning

Reference 23

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source=pdf_text observed=2026-08-06T18:36:52.740088Z digest=sha256:bc7fc27c6a4a5e9a609be16eabbfbd35e7f44883d01e52ed4e7fc94df84882d8

Observation baa57343-ed9e-4bb0-a858-03bae61653dc · outbound

This paper cites Absolute energy level positions in tin-and lead-based halide perovskites.Nature Communications 2019, 10, 2560.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Absolute energy level positions in tin-and lead-based halide perovskites.Nature Communications 2019, 10, 2560

Reference 24

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source=pdf_text observed=2026-08-06T18:36:52.744647Z digest=sha256:c9e676ff93872f57b0b4c0cd85547bc12b7e0bf8b3fa55e0f60a1b3de4ad4593

Observation 3709ce93-9ddb-4de7-b406-f0f9469df9d2 · outbound

This paper cites Temperature-Dependent Optical Band Gap in CsPbBr3, MAPbBr3, and FAPbBr3 Single Crys- tals.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Temperature-Dependent Optical Band Gap in CsPbBr3, MAPbBr3, and FAPbBr3 Single Crys- tals

Reference 25

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source=pdf_text observed=2026-08-06T18:36:52.748937Z digest=sha256:9ba045c48e3dda8367e881f72110013b400d8726913fdd6af847b4a991f82ce1

Observation 3acc7816-2520-4bdf-8f36-636619283e9f · outbound

This paper cites H.; Im, S.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields H.; Im, S

Reference 26

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source=pdf_text observed=2026-08-06T18:36:52.753545Z digest=sha256:7f90920a3718d752b31f3b61b7de222f53648b8cfddabc048f5bd9f830b597d8

Observation a6d7c39e-b782-4123-85b9-c5184065d495 · outbound

This paper cites S.; Noh, J.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields S.; Noh, J

Reference 27

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source=pdf_text observed=2026-08-06T18:36:52.757665Z digest=sha256:8550827a044442f5c3951c44b5013e735c1c4cfe256cb77ba85377392571b3f4

Observation 74b9b722-bdd2-4679-a41e-b8b54026d6ed · outbound

This paper cites I.; Garriga, M.; Campoy-Quiles, M.; Weller, M.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields I.; Garriga, M.; Campoy-Quiles, M.; Weller, M

Reference 28

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source=pdf_text observed=2026-08-06T18:36:52.762150Z digest=sha256:7045a58e87a9078b9a013379eab5ea5f9a5aa72bbc2464da843ba2b4b2302631

Observation 3d6fcf05-b4fe-4034-97ec-15f67b40b895 · outbound

This paper cites Phase Transitions and Dynamics in Mixed Three- and Low-Dimensional Lead Halide Perovskites.Chemical Reviews 2024, 124, 2281– 2326.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Phase Transitions and Dynamics in Mixed Three- and Low-Dimensional Lead Halide Perovskites.Chemical Reviews 2024, 124, 2281– 2326

Reference 29

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source=pdf_text observed=2026-08-06T18:36:52.766557Z digest=sha256:a24c9a96d383f3e8a326dcf15ed5c52784a7b8ab4f8903dcdbbce53909a45fd6

Observation 3639b309-4bfd-43af-b1b3-4a3690963f42 · outbound

This paper cites First-principles identification of the charge-shifting mechanism and ferroelectricity in hybrid halide perovskites.Scientific Reports 2020, 10.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields First-principles identification of the charge-shifting mechanism and ferroelectricity in hybrid halide perovskites.Scientific Reports 2020, 10

Reference 30

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source=pdf_text observed=2026-08-06T18:36:52.771230Z digest=sha256:385bc805e0ff42431b139e427ab65e54ad33645e8028af0eead418ba4bbca38d

Observation 006c7dee-82ef-4c92-83a1-2bbad9082968 · outbound

This paper cites F.; Mora-Seró, I.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields F.; Mora-Seró, I

Reference 31

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source=pdf_text observed=2026-08-06T18:36:52.775487Z digest=sha256:bf2c1aeb581f4f124cd81a20bb9ff0a9ad1a5604d54ff204597e80ffd10952f2

Observation 4860f2b6-8106-4fea-886a-82e214f2d2f4 · outbound

This paper cites H.; Stoumpos, C.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields H.; Stoumpos, C

Reference 32

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source=pdf_text observed=2026-08-06T18:36:52.779635Z digest=sha256:5d05dad0b2a132e4536a7c61efbc5d789d4069c30007bb2ea8fbddaf8ba36acf

Observation 4d696b33-d9a7-4430-86a5-32de46c28d8e · outbound

This paper cites J.; Lee, J.; Ruff, J.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields J.; Lee, J.; Ruff, J

Reference 33

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raw_fallback, observed 2026-08-06T18:36:54.039873Z

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.

source=pdf_text observed=2026-08-06T18:36:52.783740Z digest=sha256:ba3b5ae7791048c4b159ed8cf71e702ee8a7bc54136d08b135f02aaf105cb888

Observation 79f456e2-e306-4036-b61a-d8896524a817 · outbound

This paper cites J.; Liang, X.; Klarbring, J.; Dubajic, M.; Dell’Angelo, D.; Sutton, C.; Caddeo, C.; Stranks, S.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields J.; Liang, X.; Klarbring, J.; Dubajic, M.; Dell’Angelo, D.; Sutton, C.; Caddeo, C.; Stranks, S

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:54.025465Z

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.

source=pdf_text observed=2026-08-06T18:36:52.787931Z digest=sha256:8b6369f6d01d165f689cea269a076024c354bf9f9a1d9571a12af1b40dd691b4

Observation 3e47ebaf-cdec-48ea-ad6f-4f6bf6ed9c9b · outbound

This paper cites Dynamic Nanodomains Dictate Macroscopic Properties in Lead Halide Perovskites.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Dynamic Nanodomains Dictate Macroscopic Properties in Lead Halide Perovskites

Reference 35

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T18:36:53.154597Z

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.

source=pdf_text observed=2026-08-06T18:36:52.791953Z digest=sha256:8e46dc22c3f2cef3e77d8d125b9089d38c7e63b0a530ad27a4a12529f6bec043

Observation 421b74e7-79ee-4635-903d-be0f7804c55e · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:36:54.010654Z

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.

source=pdf_text observed=2026-08-06T18:36:52.796444Z digest=sha256:f9d3d01949853331adc72c455c3d96a2a585da1268ac0923872b921f29be5bbc

Observation ac8e20bb-67fd-4696-8dee-a0f65741b532 · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:36:53.996209Z

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.

source=pdf_text observed=2026-08-06T18:36:52.801237Z digest=sha256:de32e28a47845bca32c391914eb7ec025253008bc87f3d0988c42a06c9cd10b2

Observation 09766475-fd29-41a7-ac2e-a420fe43f97b · outbound

This paper cites P.; Sadoughi, G.; Rehman, W.; Eperon, G.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields P.; Sadoughi, G.; Rehman, W.; Eperon, G

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.982441Z

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.

source=pdf_text observed=2026-08-06T18:36:52.805401Z digest=sha256:b5b502a651b695c2782613ce55a9b2adb5ba3f8dbde2b14499b60aeb5e85653a

Observation a06002a0-cfa1-4196-adff-90c1c2543a1b · outbound

This paper cites Z.; Song, T.-B.; Wang, H.-H.; Xu, X.; Liu, Y.; Lu, S.; You, J.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Z.; Song, T.-B.; Wang, H.-H.; Xu, X.; Liu, Y.; Lu, S.; You, J

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.968351Z

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.

source=pdf_text observed=2026-08-06T18:36:52.810265Z digest=sha256:617d17a1acbcc4c4552e5f65c2743ad1cacae20bf336d3de1c36c0b06353d986

Observation 1e746889-f28c-4e9c-9e02-ada6cd732110 · outbound

This paper cites I.; Krieg, F.; Caputo, R.; Hendon, C.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields I.; Krieg, F.; Caputo, R.; Hendon, C

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.953686Z

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.

source=pdf_text observed=2026-08-06T18:36:52.814647Z digest=sha256:35be81eb7e02deaf2a708afa749b9efce434c3b1f54299bf9b8246f62c4e626d

Observation 2b7e71ae-d8e8-4a4b-8845-46436c1c3587 · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:36:53.939078Z

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.

source=pdf_text observed=2026-08-06T18:36:52.818943Z digest=sha256:4bcc8630d0f492f6996b0040843fe23510d80b52a16fa1df320147fab9f9a1d5

Observation a28e8c73-dacd-4fe2-b061-154d0fd03ce3 · outbound

This paper cites Mechanisms of UV-Induced Degradation in Wide-Bandgap Per- ovskite Solar Cells: Insights from Microscopic Analysis.ACS Applied Energy Materials2024, 7, 11670–11677.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Mechanisms of UV-Induced Degradation in Wide-Bandgap Per- ovskite Solar Cells: Insights from Microscopic Analysis.ACS Applied Energy Materials2024, 7, 11670–11677

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.924066Z

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.

source=pdf_text observed=2026-08-06T18:36:52.823171Z digest=sha256:c8d62cf52691793765cdd0fe2c45b28c006aa5e8940ead952fd01a15c8a20d4c

Observation dfece957-bb4f-4c15-999f-fa5ca194698e · outbound

This paper cites M.; Bernard, G.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields M.; Bernard, G

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.908856Z

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.

source=pdf_text observed=2026-08-06T18:36:52.827692Z digest=sha256:5cd8fdb1419b7422f074c6e9e7a5a96c8abede7b0266b1861c322c527f6a093f

Observation bba7382c-25e2-4fb5-ad77-a938b73a7d93 · outbound

This paper cites A.; Bokdam, M.; Grüninger, H.; Kentgens, A.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields A.; Bokdam, M.; Grüninger, H.; Kentgens, A

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.895442Z

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.

source=pdf_text observed=2026-08-06T18:36:52.831771Z digest=sha256:5f9d9aaba4775b27dd609dc03ead555f77af9d0388c5064b231beab02ef13891

Observation f77ec557-c996-4bfe-8009-683f57ecf29b · outbound

This paper cites M.; Chen, B.; Laquai, F.; Kanatzidis, M.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields M.; Chen, B.; Laquai, F.; Kanatzidis, M

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.881564Z

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.

source=pdf_text observed=2026-08-06T18:36:52.836055Z digest=sha256:16e667641127be8130b6b3f119df6ddc156f2d1af32e4482a786d2503d597068

Observation 7281fb94-b592-40fc-9b80-68ea4376cf81 · outbound

This paper cites A.; M Soufiani, A.; Hao, X.; Yun, J.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields A.; M Soufiani, A.; Hao, X.; Yun, J

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.867795Z

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.

source=pdf_text observed=2026-08-06T18:36:52.840084Z digest=sha256:af884169b4aecc118245051597adc1e2892b17524fdcd14942de8f7f347dcc6d

Observation e703f11a-093f-448e-803c-221c2b7522f6 · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:36:53.852158Z

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.

source=pdf_text observed=2026-08-06T18:36:52.844028Z digest=sha256:e51db3e3b2c4078a0be3a8245de4274c6c743a9fe33115c40483e523f91fa79c

Observation 9efb6cfb-a599-4ba3-9b1a-d216386970b9 · outbound

This paper cites Modeling the Photoelectrochemical Evolution of Lead-Based, Mixed- Halide Perovskites Due to Photosegregation.ACS Nano 2023, 17, 20502–20511.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Modeling the Photoelectrochemical Evolution of Lead-Based, Mixed- Halide Perovskites Due to Photosegregation.ACS Nano 2023, 17, 20502–20511

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.837525Z

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.

source=pdf_text observed=2026-08-06T18:36:52.848574Z digest=sha256:b5f653f4ff881e9c8c69c73d59dcf0908b01e4e6c6fc7f79e25d5f94195eda2c

Observation e687cca8-4011-4227-aa76-7f287025ea48 · outbound

This paper cites Photoremixing of Photosegregated Formami- dinium/Cesium Lead Iodide/Bromide Thin Films under Pulsed Laser Excitation.ACS Energy Letters 2024, 9, 5744–5746.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Photoremixing of Photosegregated Formami- dinium/Cesium Lead Iodide/Bromide Thin Films under Pulsed Laser Excitation.ACS Energy Letters 2024, 9, 5744–5746

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.822554Z

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.

source=pdf_text observed=2026-08-06T18:36:52.852897Z digest=sha256:09eb6ec642d80d775c3021f41d76f0069fe08f5e8718e8a17900db3cf01f0dfe

Observation bf7138da-8f07-46e2-8445-1560df47ece3 · outbound

This paper cites The Journal of Physical Chemistry Letters2025, 1760–1768.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields The Journal of Physical Chemistry Letters2025, 1760–1768

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.807388Z

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.

source=pdf_text observed=2026-08-06T18:36:52.857562Z digest=sha256:5eef3da6bcb6028c0d75016825603038bf82aafd8ce587e31eb75e362ca649d1

Observation 3352a466-336e-449d-b8c4-563886ee8617 · outbound

This paper cites E.; Slotcavage, D.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields E.; Slotcavage, D

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.792547Z

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.

source=pdf_text observed=2026-08-06T18:36:52.861812Z digest=sha256:34c4d8ccadb234f7b35c6dbaf54bf4423a9a6ff9c446e57df5aa065dd4da262d

Observation ab2b653b-9222-4693-9360-952a16a7abf5 · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:36:53.778269Z

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.

source=pdf_text observed=2026-08-06T18:36:52.865951Z digest=sha256:974d1cd6bad16ec613530377dce0fde1b847b57a0d32ef883436f498f3307167

Observation 9de0875e-5c1e-4afc-926f-cc358c771c66 · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:36:53.763698Z

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.

source=pdf_text observed=2026-08-06T18:36:52.870398Z digest=sha256:04089766c5541c3bd7d45b49bc1ae41839fa798a975599fde6e1eec54dfc904c

Observation c00a6d29-be45-41b2-bec1-c7e4afee2d4f · outbound

This paper cites Atomistic models of metal halide perovskites.Matter 2021, 4, 3867–3873.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Atomistic models of metal halide perovskites.Matter 2021, 4, 3867–3873

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.748752Z

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.

source=pdf_text observed=2026-08-06T18:36:52.875043Z digest=sha256:8a5d60cb6b413449ee80c732db4e280fbc93d581c160397a3d66fb2fe4ec085f

Observation 075084e6-398e-4c1d-9d51-ab57e7794cde · outbound

This paper cites D.; Frost, J.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields D.; Frost, J

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.734520Z

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.

source=pdf_text observed=2026-08-06T18:36:52.879190Z digest=sha256:9938561001d83af6a7e538faa321419265250ce136377dd532dbf977dc762b70

Observation f4a264a1-adf5-468b-a260-dbfef56e1155 · outbound

This paper cites M.; Walsh, A.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields M.; Walsh, A

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.719933Z

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.

source=pdf_text observed=2026-08-06T18:36:52.883612Z digest=sha256:01410f12bfba3ba9f4dc501d764d0876405cbd59a8deb175724082a57d7bed12

Observation 7e7e1f42-d785-4c0c-96f1-3fe0dc8b2ea3 · outbound

This paper cites T.; Davies, D.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields T.; Davies, D

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.705375Z

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.

source=pdf_text observed=2026-08-06T18:36:52.887751Z digest=sha256:c6b50f7e0d825b99006c15ff32139991c926ff9503422576d7688cf5d4c893b2

Observation 8fc19684-0872-415a-9c68-596e5581f01a · outbound

This paper cites A generative model for inorganic materials design.Nature 2025, 1–3.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields A generative model for inorganic materials design.Nature 2025, 1–3

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.691433Z

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.

source=pdf_text observed=2026-08-06T18:36:52.891992Z digest=sha256:8859ba2a52281e60bf1d000e73af7615563f321e12ff58c9f0db76f663c8383f

Observation 7d523f32-03d0-4e83-a36a-ca7c4b687656 · outbound

This paper cites S.; Gkagkas, K.; Tylianakis, E.; Froudakis, G.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields S.; Gkagkas, K.; Tylianakis, E.; Froudakis, G

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.675435Z

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.

source=pdf_text observed=2026-08-06T18:36:52.896575Z digest=sha256:8513140d809cfa5d13b051796a69718d181c4fc6e234ae6f54270db5e6090843

Observation bb9f1688-2ac5-47c1-98f2-e8967ff83f7a · outbound

This paper cites C.; Adler, P.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields C.; Adler, P

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.660935Z

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.

source=pdf_text observed=2026-08-06T18:36:52.901400Z digest=sha256:9e0aec14cfe55a702bf20e10782da57571bc96e27ac1edad1e51646608176284

Observation d5c24690-9af2-4e83-8948-7f365fed632e · outbound

This paper cites Perspective: Machine learning potentials for atomistic simulations.The Journal of Chemical Physics 2016, 145.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Perspective: Machine learning potentials for atomistic simulations.The Journal of Chemical Physics 2016, 145

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.646814Z

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.

source=pdf_text observed=2026-08-06T18:36:52.905989Z digest=sha256:54fcf017ae40e500dc38109ab29c4974192fd2b0aef4fdd9561b62cd2093e49f

Observation fa0d02bc-74c5-4745-9d76-f2cece1cd5e2 · outbound

This paper cites Machine learning potentials for extended systems: a perspective.The European Physical Journal B2021, 94, 1–11.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Machine learning potentials for extended systems: a perspective.The European Physical Journal B2021, 94, 1–11

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.631702Z

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.

source=pdf_text observed=2026-08-06T18:36:52.910166Z digest=sha256:4199dd1b04b6d531f569e4cd0914854d7875d1340ca48ee1ed3bec2e8ca27c11

Observation c7717c13-d7e5-4cea-ac88-1fc3ec2c5a2a · outbound

This paper cites On-the-fly active learning of in- teratomic potentials for large-scale atomistic simulations.The Journal of Physical Chemistry 35 Letters 2020, 11, 6946–6955.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields On-the-fly active learning of in- teratomic potentials for large-scale atomistic simulations.The Journal of Physical Chemistry 35 Letters 2020, 11, 6946–6955

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.616465Z

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.

source=pdf_text observed=2026-08-06T18:36:52.914224Z digest=sha256:ace26a8254c66069561ad4b638b3d5bad5e1e3e7887653489cf0fbaf19160d1d

Observation 17cf3e11-f42e-4b36-98ea-9f38dc9a0e4d · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:36:53.601543Z

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.

source=pdf_text observed=2026-08-06T18:36:52.918499Z digest=sha256:4e5ae87445af12b7bc004da86ebad0f17bac5cb596eb79c112d4c06bdf452aae

Observation 1f86684a-14b7-4a40-9a64-0a3f661bf1fa · outbound

This paper cites J.; Kornbluth, M.; Kozinsky, B.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields J.; Kornbluth, M.; Kozinsky, B

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.587346Z

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.

source=pdf_text observed=2026-08-06T18:36:52.922991Z digest=sha256:765cb0a717e3bb899b3927bc1baa6efa465c1504bc0062363151014fc9fc4842

Observation 0a3c149d-4d8b-49cb-91a5-915da877b189 · outbound

This paper cites P.; Simm, G.; Ortner, C.; Csányi, G.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields P.; Simm, G.; Ortner, C.; Csányi, G

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.573326Z

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.

source=pdf_text observed=2026-08-06T18:36:52.927206Z digest=sha256:b1146a01bfaf303620e2ebc9a0865992d9b02af79c113b9885f49a62724c324b

Observation e88a0fd7-56a1-42ac-bf69-b3b0a1d686e2 · outbound

This paper cites MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T18:36:52.932122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:36:52.932122Z digest=sha256:efcee486fb7862246f18f6fe5fd7ae8641c070a7dbb4d1673e7070a1a549b9a6

Observation 8004571c-efe1-454b-a809-0a4088b6530e · outbound

This paper cites Phys- ical Review B2019, 99, 014104.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Phys- ical Review B2019, 99, 014104

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.558891Z

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.

source=pdf_text observed=2026-08-06T18:36:52.937027Z digest=sha256:517c5747e43ffe88071ea82fc1d0e7821435d1786f509579e6f2b5e40da20adb

Observation 55d9eafc-9622-4cad-b414-fb2d5d1c6222 · outbound

This paper cites Atomic cluster expansion: Completeness, efficiency and stability.Journal of Computational Physics 2022, 454, 110946.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Atomic cluster expansion: Completeness, efficiency and stability.Journal of Computational Physics 2022, 454, 110946

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.544543Z

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.

source=pdf_text observed=2026-08-06T18:36:52.941378Z digest=sha256:a46b1d5f253b79ffdf103a8c1652487dd97ebd831e8f40a13d130e3dc29dfdf5

Observation 01d2f080-f906-472b-b4b2-de94a22b5731 · outbound

This paper cites A foundation model for atomistic materials chemistry.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields A foundation model for atomistic materials chemistry

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T18:36:52.945524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:36:52.945524Z digest=sha256:1ebbc152ee893eb6b46ea7b866dd1d60818a5ce15803438837cffad86b1c924f

Observation c1bec298-3044-4e1a-b2ca-67217ec7ca9d · outbound

This paper cites L.; Bartók, A.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields L.; Bartók, A

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.529743Z

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.

source=pdf_text observed=2026-08-06T18:36:52.950212Z digest=sha256:e96cce400f915fef747b140c05e5b81b52b7a01c37e9f8cede6b5cb6ae45cd3e

Observation 1768eb52-0508-4011-bf51-b2f742b3d77f · outbound

This paper cites Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set.Computational Materials Science 1996, 6, 15– 50.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set.Computational Materials Science 1996, 6, 15– 50

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.515659Z

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.

source=pdf_text observed=2026-08-06T18:36:52.954274Z digest=sha256:a8c9fe2948adbe53cb925baec8b9add1d28a67f342b36f7d60492f115a8cb18e

Observation c1d90317-6192-4a5c-8dee-411122cceec9 · outbound

This paper cites Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set.Physical Review B1996, 54, 11169.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set.Physical Review B1996, 54, 11169

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.500634Z

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.

source=pdf_text observed=2026-08-06T18:36:52.958945Z digest=sha256:d2c51b0c1c8099b5094fa54c549481329ba4468d26edc6e694f179c7988f19ad

Observation 80ba8cf7-db69-4ba8-b051-6268764ffe7a · outbound

This paper cites J.; Li, Z.; Csányi, G.; Walsh, A.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields J.; Li, Z.; Csányi, G.; Walsh, A

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.483031Z

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.

source=pdf_text observed=2026-08-06T18:36:52.963196Z digest=sha256:766be52907471ff8222d705a8601b7d7ad06b17ce26a801f57d43090d9ac89f7

Observation 4ae7b6f2-2afa-47ea-bf58-956e6cebfb8a · outbound

This paper cites A.; Rahm, J.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields A.; Rahm, J

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.467585Z

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.

source=pdf_text observed=2026-08-06T18:36:52.967326Z digest=sha256:63ef97ffe539989094bcb239157a04d7ac58d6a69e43a9cae02041d576a00bfe

Observation 61711a5f-bdc0-44e6-ae6f-58830407392f · outbound

This paper cites W.; Kaplan, A.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields W.; Kaplan, A

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.452336Z

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.

source=pdf_text observed=2026-08-06T18:36:52.971678Z digest=sha256:24ac3c19ac6d647f5f5ead71b1e3b7807acdd4d0e61fc6ef36cbc52a704b4339

Observation 3dda563b-95a2-4674-9091-df8979168b50 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library.Advances in neural information processing systems2019, 32.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Pytorch: An imperative style, high-performance deep learning library.Advances in neural information processing systems2019, 32

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.437793Z

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.

source=pdf_text observed=2026-08-06T18:36:52.976272Z digest=sha256:299b9792074941282af3f3d6e9cfd7fe8fe5754d9549c16f6b8996db9de58fa1

Observation 3c510057-8100-4052-8221-b58264e062a2 · outbound

This paper cites J.; Kohlmeyer, A.; Moore, S.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields J.; Kohlmeyer, A.; Moore, S

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.422819Z

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.

source=pdf_text observed=2026-08-06T18:36:52.980335Z digest=sha256:3a4577283baa94ab2bbad5cdddd5d75902b4da914c437ca64a2211b7cb6f799a

Observation b0c7fb99-0f75-483c-956c-5ae733ff4769 · outbound

This paper cites C.; Liang, X.; Walsh, A.; Menéndez- Proupin, E.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields C.; Liang, X.; Walsh, A.; Menéndez- Proupin, E

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.407749Z

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.

source=pdf_text observed=2026-08-06T18:36:52.984592Z digest=sha256:774abc7ebf07376c47caaba2743ef376f6f585d560260e83771d1a1bc10d3e4e

Observation 77944007-220c-4717-9f07-6ae87623c9f5 · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:36:53.391990Z

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.

source=pdf_text observed=2026-08-06T18:36:52.989062Z digest=sha256:2b4f37ef802158e395251aba73ce555f2449d8b7df86a01cc70b24b615a759ae

Observation 1adfbaf9-2200-4319-864b-eee3026d9273 · outbound

This paper cites All-inorganic CsPbBr3 perovskite: a promising choice for photovoltaics.Materials Advances 2021, 2, 646– 683.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields All-inorganic CsPbBr3 perovskite: a promising choice for photovoltaics.Materials Advances 2021, 2, 646– 683

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.377065Z

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.

source=pdf_text observed=2026-08-06T18:36:52.993545Z digest=sha256:64b93f8deb2da91c973e09512d1f95cc85683089b83e485c98a45432d0b1a1b0

Observation 9295a4e0-f501-4f68-8f62-0b717094914d · outbound

This paper cites C.; Laurita, G.; Fabini, D.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields C.; Laurita, G.; Fabini, D

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.362237Z

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.

source=pdf_text observed=2026-08-06T18:36:52.998054Z digest=sha256:6d8d794c0398babd57d01976df9cdf05792f6b1c0c029453e58f32143810c1ba

Observation 8a05de9a-0e72-4af3-a106-69e59b44e61a · outbound

This paper cites A.; Ceder, G.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields A.; Ceder, G

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.347616Z

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.

source=pdf_text observed=2026-08-06T18:36:53.002234Z digest=sha256:c67d999ca518626e9e60ae30a1cc5e3a7f34433e89fd3b2f4becc110db94b860

Observation 9eb709c5-6441-4184-a170-042266b86a63 · outbound

This paper cites Overcoming systematic softening in universal machine learning interatomic potentials by fine-tuning.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Overcoming systematic softening in universal machine learning interatomic potentials by fine-tuning

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-06T18:36:53.006211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:36:53.006211Z digest=sha256:4ae9db12a9d818e02b227eb0229fd2b87830b79bccc73e7155b3fb4d305a3bcb

Observation cb16960d-c7d6-43d5-a9c3-710520ba5080 · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:36:53.332739Z

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.

source=pdf_text observed=2026-08-06T18:36:53.011252Z digest=sha256:a259bc39ce1b489d6bce1d3d1ce8d3d64595aa761c2be71624314b553d3fcfdb

Observation f1d1b87f-a5fa-4421-9068-975399786753 · outbound

This paper cites M.; Levcenco, S.; Unold, T.; Taubert, A.; Schorr, S.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields M.; Levcenco, S.; Unold, T.; Taubert, A.; Schorr, S

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.317916Z

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.

source=pdf_text observed=2026-08-06T18:36:53.015333Z digest=sha256:05d798f75236b7112fc48a7a1bd5e17c03a93e5205206b91f526e352adec101b

Observation 8dff1bf9-84b7-49ea-af25-2acb1e99a498 · outbound

This paper cites Octahedral Tilt-Driven Phase Transitions in BaZrS3 Chalcogenide Perovskite.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Octahedral Tilt-Driven Phase Transitions in BaZrS3 Chalcogenide Perovskite

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.303543Z

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.

source=pdf_text observed=2026-08-06T18:36:53.019372Z digest=sha256:5d2e291334380e80f100f30f13352b567e2361089634b29d013efd4c33ed0a06

Observation 2942d7e3-3d39-42e8-954c-fd2c1fd3d3d7 · outbound

This paper cites J.; Stokes, H.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields J.; Stokes, H

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.289136Z

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.

source=pdf_text observed=2026-08-06T18:36:53.024183Z digest=sha256:393f20a74e1ad110c009dd4110714225c144c050d2f4bcd4b29792fe32381c82

Observation 3642030e-b9c3-4966-a632-f49c7f572d97 · outbound

This paper cites M.; Butler, K.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields M.; Butler, K

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.274776Z

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.

source=pdf_text observed=2026-08-06T18:36:53.028149Z digest=sha256:ce51e706f49074d3a900a1491d096dcbccf5a832fb6a4e4ee9e074334485baa7

Observation 117db182-7201-4764-8484-6b3a36af85ba · outbound

This paper cites Phase Transition Kinetics of MAPbI 3 for Tetragonal-to- Orthorhombic Evolution.JACS Au 2023, 3, 1205–1212.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Phase Transition Kinetics of MAPbI 3 for Tetragonal-to- Orthorhombic Evolution.JACS Au 2023, 3, 1205–1212

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.259911Z

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.

source=pdf_text observed=2026-08-06T18:36:53.032532Z digest=sha256:0be1bc5b4ad714bc036bb9781ce15b9a69f9bd4add633a60bc80ed86d8f2dda6

Observation f78183c8-d684-4d50-9408-fae21b28615f · outbound

This paper cites M.; McMahon, A.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields M.; McMahon, A

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.245265Z

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.

source=pdf_text observed=2026-08-06T18:36:53.036724Z digest=sha256:df9b53184da7c7606145ed0e84aa68e0a2a5a3b326d024be85181f05d10e4d62

Observation e39f66ad-40b6-4e1f-ad87-3a04da548d5f · outbound

This paper cites Exploring Librational Pathways with on-the-Fly Machine-Learning Force Fields: Methylammonium Molecules in MAPbX3 (X= I, Br, Cl) Per- ovskites.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Exploring Librational Pathways with on-the-Fly Machine-Learning Force Fields: Methylammonium Molecules in MAPbX3 (X= I, Br, Cl) Per- ovskites

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.229611Z

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.

source=pdf_text observed=2026-08-06T18:36:53.041156Z digest=sha256:479ac5f27147246da778483b61c074ae3eb645356582dc6163ee4f7ef1b5b1ee

Observation e90f782c-8855-464b-b069-e6a01022d731 · outbound

This paper cites H.; Siaw, T.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields H.; Siaw, T

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.214848Z

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.

source=pdf_text observed=2026-08-06T18:36:53.045930Z digest=sha256:be4d18ea1cb72257873e00d48febdb029fb6de9ed41a17070efa837f2edb0f80

Observation af962e34-5bf5-4c38-9c18-397f5a27283f · outbound

This paper cites an unresolved cited work.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:36:53.199875Z

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.

source=pdf_text observed=2026-08-06T18:36:53.050155Z digest=sha256:a501dbd76aca4d0e30a5ff348a188b236e1a495666695e2fc86ee50ebfd7c223

Observation 06469a29-efa6-419d-8d69-729f94242e13 · outbound

This paper cites J.; Cho, J.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields J.; Cho, J

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.184957Z

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.

source=pdf_text observed=2026-08-06T18:36:53.054675Z digest=sha256:dc551726001f9f4a3dc327985b0191b04dc195bde03b53f5011b70bb62c2fd0c

Observation aa66bfa8-8619-4b8f-a883-ed751820bc7d · outbound

This paper cites C.; Deng, Q.; Gomez, A.; Green, T.; Mankoff, J.

Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields C.; Deng, Q.; Gomez, A.; Green, T.; Mankoff, J

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:36:53.170267Z

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.

source=pdf_text observed=2026-08-06T18:36:53.058987Z digest=sha256:fe1e5e14eaeb1ee30a39e630fcffacf75ddc8f5fb2c17bb85d823a6626d832af

Pith citing papers

No inbound Pith citation observations are available.