Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields | Paper Citation Record

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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.637790Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.642707Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.647569Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.652245Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.657460Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.662506Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.667054Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.671534Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.676180Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.681176Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.685929Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.690585Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.695108Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.700561Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.704938Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:52.709753Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.275842Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.261099Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.246287Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.231560Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.217437Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.202908Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.187422Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.173297Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.158692Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.143691Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.127962Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.113243Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.098362Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.083288Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.068281Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.053860Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:54.039873Z

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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

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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

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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

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

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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

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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

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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

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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

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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

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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

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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

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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

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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

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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

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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

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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

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

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 2026-08-16T06:30:59.297886+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers