Paper Citation Record · LEDGER

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes

As of 8 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 4 inbound Pith citation observations for arXiv:2508.15196.

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

pith.paper-citation-record.v1
2508.15196 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:09:45.797050Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T18:43:06.382026Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

70 of 70 outbound references displayed

verified exact20
verified fuzzy18
unresolved26
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External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a1e3c3e9-e026-4da2-975b-8c8e1f2f23a3 · outbound

This paper cites Nature Climate Change 10(7), 611–621 (2020) https://doi.org/ 10.1038/s41558-020-0790-4.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Nature Climate Change 10(7), 611–621 (2020) https://doi.org/ 10.1038/s41558-020-0790-4

Reference 1

Resolution: verified exact; doi, observed 2026-08-05T18:09:49.436586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 12004fd3-2680-423d-88db-ad417e0a8131 · outbound

This paper cites npj Climate and Atmospheric Science 4(1), 1–4 (2021) https://doi.org/10.1038/ s41612-021-00202-w.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes npj Climate and Atmospheric Science 4(1), 1–4 (2021) https://doi.org/10.1038/ s41612-021-00202-w

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T18:09:55.791817Z

Source-reported events for the cited work

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Observation f8883e06-cdc6-45b1-a3b8-0eb5a130bf3f · outbound

This paper cites Nature Climate Change 11(8), 689–695 (2021) https://doi.org/ 10.1038/s41558-021-01092-9.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Nature Climate Change 11(8), 689–695 (2021) https://doi.org/ 10.1038/s41558-021-01092-9

Reference 3

Resolution: verified exact; doi, observed 2026-08-05T18:09:49.218688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dde18488-ea65-4de9-a1d6-203c5c7eeb77 · outbound

This paper cites Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-05T18:09:49.965810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4846b835-bf71-4137-8150-c7b33b7ccfe8 · outbound

This paper cites Columbia University Press, ??? (2015).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Columbia University Press, ??? (2015)

Reference 5

Resolution: verified exact; doi, observed 2026-08-05T18:09:48.929174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 109c69a6-277f-4e7c-85e8-2ca30a94fa83 · outbound

This paper cites an unresolved cited work.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:09:55.495941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1fb920de-ee37-4dae-a47d-da3e6c0a077a · outbound

This paper cites Nature Climate Change 11(2), 87–94 (2021) https://doi.org/10.1038/ s41558-020-00984-6.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Nature Climate Change 11(2), 87–94 (2021) https://doi.org/10.1038/ s41558-020-00984-6

Reference 7

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T18:09:55.352636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ee939825-1610-4870-a62b-10561bfd725f · outbound

This paper cites the basic experiment.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes the basic experiment

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:38.138860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 280992c8-5751-42c7-b141-7476eb02dc51 · outbound

This paper cites Monthly Weather Review 93(12), 727–768 (1965) https://doi.org/10.1175/ 1520-0493(1965)093⟨0727:NRF ANL⟩2.3.CO;2 34.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Monthly Weather Review 93(12), 727–768 (1965) https://doi.org/10.1175/ 1520-0493(1965)093⟨0727:NRF ANL⟩2.3.CO;2 34

Reference 9

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T18:09:55.183156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a53814eb-eaa0-4ae9-92b9-53f97ab6554d · outbound

This paper cites Monthly Weather Review 93(12), 769–798 (1965) https://doi.org/10.1175/ 1520-0493(1965)093⟨0769:SCOAGC⟩2.3.CO;2.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Monthly Weather Review 93(12), 769–798 (1965) https://doi.org/10.1175/ 1520-0493(1965)093⟨0769:SCOAGC⟩2.3.CO;2

Reference 10

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T18:09:55.040476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1d33410a-124b-4f39-942a-2eb675396068 · outbound

This paper cites an unresolved cited work.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-05T18:09:54.900507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5275dc0c-c0ce-4c7c-b4c0-8369be86ed70 · outbound

This paper cites In: International Conference on Computational Science, pp.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes In: International Conference on Computational Science, pp

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:54.762226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 642eb361-a52e-4b60-8693-fdec0294af69 · outbound

This paper cites The International Journal of High Performance Computing Applications 26(1), 74–89 (2012).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes The International Journal of High Performance Computing Applications 26(1), 74–89 (2012)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:54.629862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ecb73fc-22e0-465b-be84-bcfd226fa12e · outbound

This paper cites Journal of Advances in Modeling Earth Systems 14(12) (2022).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Journal of Advances in Modeling Earth Systems 14(12) (2022)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:54.473289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 90901e41-4898-4a7b-8d49-35c2932ec5c7 · outbound

This paper cites Cambridge University Press, Cambridge (2007).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Cambridge University Press, Cambridge (2007)

Reference 15

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T18:09:54.332603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74e5c46a-531b-4642-86bd-035543bac0d0 · outbound

This paper cites Journal of the Atmospheric Sciences 66(6), 1665– 1683 (2009) https://doi.org/10.1175/2008JAS2806.1.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Journal of the Atmospheric Sciences 66(6), 1665– 1683 (2009) https://doi.org/10.1175/2008JAS2806.1

Reference 16

Resolution: verified exact; doi, observed 2026-08-05T18:09:48.767925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 65824f1e-6890-429f-b7c7-8c24232181d8 · outbound

This paper cites Proceedings of the National Academy of Sciences 111(9), 35 3280–3285 (2014) https://doi.org/10.1073/pnas.1222477110.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Proceedings of the National Academy of Sciences 111(9), 35 3280–3285 (2014) https://doi.org/10.1073/pnas.1222477110

Reference 17

Resolution: verified exact; doi, observed 2026-08-05T18:09:54.058825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53ed78b3-d5c0-4b0b-9a90-772d53830799 · outbound

This paper cites Proceedings of the National Academy of Sciences 113(5), 1285–1290 (2016) https://doi.org/10.1073/pnas.1515160113.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Proceedings of the National Academy of Sciences 113(5), 1285–1290 (2016) https://doi.org/10.1073/pnas.1515160113

Reference 18

Resolution: verified exact; doi, observed 2026-08-05T18:09:48.620252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 28544863-c25b-48a2-ac05-3db3ddb6698d · outbound

This paper cites Proceedings of the National Academy of Sciences 115(39), 9684–9689 (2018) https://doi.org/10.1073/pnas.1810286115.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Proceedings of the National Academy of Sciences 115(39), 9684–9689 (2018) https://doi.org/10.1073/pnas.1810286115

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 035afd79-d014-4cf7-9458-7926d36a391d · outbound

This paper cites Journal of Advances in Modeling Earth Systems 11(8), 2728–2744 (2019) https://doi.org/10.1029/2019MS001711.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Journal of Advances in Modeling Earth Systems 11(8), 2728–2744 (2019) https://doi.org/10.1029/2019MS001711

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:39.718305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6d442e9-8c01-4fe1-8310-452ad1d056a7 · outbound

This paper cites Geophysical Research Letters 48(6), 2020–091363 (2021) https://doi.org/10.1029/2020GL091363.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Geophysical Research Letters 48(6), 2020–091363 (2021) https://doi.org/10.1029/2020GL091363

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:39.884343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c13b366-0b47-4778-a843-673511efcbea · outbound

This paper cites Geophysical Research Letters 48(15), 2021–092555 (2021) https://doi.org/10.1029/2021GL092555.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Geophysical Research Letters 48(15), 2021–092555 (2021) https://doi.org/10.1029/2021GL092555

Reference 22

Resolution: verified exact; doi, observed 2026-08-05T18:09:48.321452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 54bf64d0-d637-48ec-b2be-b8d33a9772f8 · outbound

This paper cites Journal of Advances in Modeling Earth Systems 14(2), 2021–002794 (2022) https://doi.org/10.1029/2021MS002794.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Journal of Advances in Modeling Earth Systems 14(2), 2021–002794 (2022) https://doi.org/10.1029/2021MS002794

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:40.131867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af048698-4dc7-4347-a0c1-fe8c81997b77 · outbound

This paper cites Journal of Advances in Modeling Earth Systems 14(9), 2022–003219 (2022) https://doi.org/10.1029/2022MS003219.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Journal of Advances in Modeling Earth Systems 14(9), 2022–003219 (2022) https://doi.org/10.1029/2022MS003219

Reference 24

Resolution: verified exact; doi, observed 2026-08-05T18:09:48.039950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fbfb0761-353d-406c-9015-30771ba73d1b · outbound

This paper cites FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:40.423491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad4f7753-d931-45d7-bbe3-5e3c3e2c4f3a · outbound

This paper cites Science 382(6677), 1416–1421 (2023) 36.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Science 382(6677), 1416–1421 (2023) 36

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:53.817745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 47c7429a-612e-441e-925d-29f5e767928b · outbound

This paper cites https://arxiv.org/abs/2405.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes https://arxiv.org/abs/2405

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:53.571576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0dbbeb29-fd56-405b-b01e-65abfd897c2c · outbound

This paper cites Nature 619(7970), 533–538 (2023).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Nature 619(7970), 533–538 (2023)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:40.858729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f667197d-ecae-4733-b553-979777e836de · outbound

This paper cites ACE: A fast, skillful learned global atmospheric model for climate prediction.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes ACE: A fast, skillful learned global atmospheric model for climate prediction

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:40.980584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5370bd72-5fac-46d6-8205-6c5ec0d64465 · outbound

This paper cites Climatic change 60(3), 217–242 (2003).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Climatic change 60(3), 217–242 (2003)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:53.333838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c5b1fa0-ac68-4304-b1e0-f025a6a76ded · outbound

This paper cites Climatic Change 122(3), 459–471 (2014) https://doi.org/10.1007/s10584-013-1032-9.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Climatic Change 122(3), 459–471 (2014) https://doi.org/10.1007/s10584-013-1032-9

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:41.214801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f39fbddd-b7d0-415e-a502-d43b849338b2 · outbound

This paper cites Part I: Surface Air Temperature over Land (2018) https://doi.org/10.1175/JCLI-D-17-0780.1.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Part I: Surface Air Temperature over Land (2018) https://doi.org/10.1175/JCLI-D-17-0780.1

Reference 32

Resolution: verified exact; doi, observed 2026-08-05T18:09:47.744867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 373b3480-3f6a-4b9b-9123-ee42c338ed40 · outbound

This paper cites Journal of Climate 27(5), 1829–1844 (2014).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Journal of Climate 27(5), 1829–1844 (2014)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:53.075339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 629e6648-3bdf-4739-8ba0-64174b6cad1b · outbound

This paper cites Authorea Preprints (2024).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Authorea Preprints (2024)

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:52.760329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bc28384d-1281-45fe-a11e-c4e3fa78a201 · outbound

This paper cites Earth System Dynamics 11(1), 139–159 (2020).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Earth System Dynamics 11(1), 139–159 (2020)

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:52.496780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 45160ec2-2e2a-4a3b-8843-68798f062f10 · outbound

This paper cites 0: an emulator with internal variability and space–time correlation for earth system models.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes 0: an emulator with internal variability and space–time correlation for earth system models

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:52.228608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 08c3ccec-19d6-4252-8aa5-588893d1e37e · outbound

This paper cites Climatic Change 146, 319–333 (2018).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Climatic Change 146, 319–333 (2018)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:51.910321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 14e703b0-6734-4574-9438-dcbb138315b5 · outbound

This paper cites Jour- nal of Advances in Modeling Earth Systems 14(10), 2021–002954 (2022) https: //doi.org/10.1029/2021MS002954.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Jour- nal of Advances in Modeling Earth Systems 14(10), 2021–002954 (2022) https: //doi.org/10.1029/2021MS002954

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:41.858679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c93960f5-4e50-4b47-9eeb-fb85f5c2076d · outbound

This paper cites In: Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M., Levine, S.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes In: Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M., Levine, S

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:51.665625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 60d6fc4f-e263-4e40-8d1e-b689bf90078f · outbound

This paper cites arXiv (2024).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes arXiv (2024)

Reference 40

Resolution: verified exact; doi, observed 2026-08-05T18:09:47.626958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0aad62a6-65d2-489a-a042-73d131f23800 · outbound

This paper cites 0: A benchmark for data-driven climate projections.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes 0: A benchmark for data-driven climate projections

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:51.412230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c2116939-7518-4e6b-bfc6-101a4e945ee9 · outbound

This paper cites Geophysical Research Letters 49(17), 2022–099012 (2022).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Geophysical Research Letters 49(17), 2022–099012 (2022)

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:51.236185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8414a4cf-835d-4c3b-8387-f1d3f0347712 · outbound

This paper cites Environmental Research Letters 15(7), 074006 (2020).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Environmental Research Letters 15(7), 074006 (2020)

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:51.085447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6fa8c884-e0f0-4d2c-beea-483ba038fd7e · outbound

This paper cites Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:09:47.299599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b6aa0919-b9dd-4df2-8c97-cfaae5f8dde7 · outbound

This paper cites Journal of Advances in Modeling Earth Systems 16(3), 2023–004122 (2024) https://doi.org/10.1029/2023MS004122.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Journal of Advances in Modeling Earth Systems 16(3), 2023–004122 (2024) https://doi.org/10.1029/2023MS004122

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:42.760727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a407b4c-b16c-404d-b016-aae7d8a37b0d · outbound

This paper cites A probabilistic framework for learning non-intrusive corrections to long-time climate simulations from short-time training data.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes A probabilistic framework for learning non-intrusive corrections to long-time climate simulations from short-time training data

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:09:47.111527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 98b5a275-87f2-435d-9dd7-b7341d57a74e · outbound

This paper cites Journal of Advances in Modeling Earth Systems 16(8), 2023–004138 (2024) https://doi.org/10.1029/2023MS004138.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Journal of Advances in Modeling Earth Systems 16(8), 2023–004138 (2024) https://doi.org/10.1029/2023MS004138

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:43.026421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6c99144-addc-4789-bd75-e87f5e632abd · outbound

This paper cites an unresolved cited work.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:09:50.903060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8c7222d9-d9a7-4a4e-85b5-b558f86f2dcf · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Score-Based Generative Modeling through Stochastic Differential Equations

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:43.268010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b39ec82-d40a-4912-8745-0dd9704f348f · outbound

This paper cites Unpaired Downscaling of Fluid Flows with Diffusion Bridges.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Unpaired Downscaling of Fluid Flows with Diffusion Bridges

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:09:46.960029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b1c69add-1c45-42df-8b06-34013009b92e · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:43.504070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f115715-b7fd-4c0a-84e7-739f71c81c3a · outbound

This paper cites Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:43.600818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cce62948-0a63-4ffa-bc3f-a2b339dc0330 · outbound

This paper cites Dynamical-generative downscaling of climate model ensembles.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Dynamical-generative downscaling of climate model ensembles

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:09:46.759878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d1ea9a8-ee5c-4249-8623-85e74874942c · outbound

This paper cites Regional climate risk assessment from climate models using probabilistic machine learning.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Regional climate risk assessment from climate models using probabilistic machine learning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:43.887877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eaf9ef9-b685-4af9-b815-28a7e444bab2 · outbound

This paper cites Quarterly Journal of the Royal Meteorological Society 146(730), 1999–2049 (2020).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Quarterly Journal of the Royal Meteorological Society 146(730), 1999–2049 (2020)

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:50.750446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9b2b7bb2-f09f-43af-9668-fb74843a6cd7 · outbound

This paper cites an unresolved cited work.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:09:50.586459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 741aa056-0603-4124-8953-27b1b5991e56 · outbound

This paper cites Reviews of Geophysics 47(2) (2009) https: //doi.org/10.1029/2008RG000266 39.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Reviews of Geophysics 47(2) (2009) https: //doi.org/10.1029/2008RG000266 39

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:44.290732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd362a7-6dbb-4634-8c6f-494a543ad419 · outbound

This paper cites Nature Communications 14(1), 2145 (2023) https://doi.org/10.1038/s41467-023-37847-5.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Nature Communications 14(1), 2145 (2023) https://doi.org/10.1038/s41467-023-37847-5

Reference 58

Resolution: verified exact; doi, observed 2026-08-05T18:09:46.574113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b096bb75-5823-47e2-b5d0-52ff55b9d918 · outbound

This paper cites Nature Climate Change 8(6), 469–477 (2018) https://doi.org/10.1038/s41558-018-0156-3.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Nature Climate Change 8(6), 469–477 (2018) https://doi.org/10.1038/s41558-018-0156-3

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:44.514342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70d8d7cf-932a-49d4-b70a-3c51dd91da41 · outbound

This paper cites Weather and Climate Extremes 30, 100283 (2020).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Weather and Climate Extremes 30, 100283 (2020)

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:50.487597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ceb278d8-de32-4ee6-a04d-2bb040697339 · outbound

This paper cites Prentice Hall, Englewood Cliffs, N.J.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Prentice Hall, Englewood Cliffs, N.J

Reference 61

Resolution: verified exact; raw_fallback, observed 2026-08-05T18:09:49.750097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e6d419e8-043a-4e68-bfb6-9a74bb2bf3ca · outbound

This paper cites Monthly Weather Review 128(10), 3664–3673 (2000) https://doi.org/10.1175/1520-0493(2000)128⟨3664:ASNTFD⟩2.0.CO;2.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Monthly Weather Review 128(10), 3664–3673 (2000) https://doi.org/10.1175/1520-0493(2000)128⟨3664:ASNTFD⟩2.0.CO;2

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:44.796874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd96c3e1-5f74-435a-b6cd-24378aef9f43 · outbound

This paper cites Journal of Climate 18(8), 1227–1246 (2005) https://doi.org/10.1175/ JCLI3369.1.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Journal of Climate 18(8), 1227–1246 (2005) https://doi.org/10.1175/ JCLI3369.1

Reference 63

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T18:09:50.318598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd1bfbfb-bb28-49cb-8c59-242518257bd0 · outbound

This paper cites Journal of Advances in Modeling Earth Systems 11 (2019) https://doi.org/10.1029/2019MS001831.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Journal of Advances in Modeling Earth Systems 11 (2019) https://doi.org/10.1029/2019MS001831

Reference 64

Resolution: verified exact; doi, observed 2026-08-05T18:09:46.375214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c04cbcb0-e48e-46e5-a79e-ffe2bccc444e · outbound

This paper cites Geoscientific Model Development 14(5), 2827–2841 (2021) https://doi.org/10.5194/gmd-14-2827-2021.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Geoscientific Model Development 14(5), 2827–2841 (2021) https://doi.org/10.5194/gmd-14-2827-2021

Reference 65

Resolution: verified exact; doi, observed 2026-08-05T18:09:46.162875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ebc2098-364b-4415-bff2-f97982d874c1 · outbound

This paper cites Conditional Image Generation with Score-Based Diffusion Models.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Conditional Image Generation with Score-Based Diffusion Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:45.319266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2cdbbb6-6ec5-4e31-87f9-b1881c32318c · outbound

This paper cites Flow Matching for Generative Modeling.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Flow Matching for Generative Modeling

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:45.455394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 489f0bcc-dbc5-4d62-921f-e30a3573bac1 · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:45.571498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d615295b-5041-4453-8221-5f6e195db0ca · outbound

This paper cites Stochastic Processes and their Applications 12(3), 313–326 (1982).

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Stochastic Processes and their Applications 12(3), 313–326 (1982)

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:09:50.135424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d6a93be1-8c45-46f9-9791-079a274965ec · outbound

This paper cites Deep Residual Learning for Image Recognition.

GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes Deep Residual Learning for Image Recognition

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-05T18:09:45.797050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 89babef3-2b62-4172-b68f-7a64a59dfa31 · inbound

Score-based generative emulation of impact-relevant Earth system model outputs cites this paper.

Score-based generative emulation of impact-relevant Earth system model outputs GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:16:14.251441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f7c9d464-f85b-4b22-bc18-2bd8e73a22b7 · inbound

Tyche: One Step Flow for Efficient Probabilistic Weather Forecasting cites this paper.

Tyche: One Step Flow for Efficient Probabilistic Weather Forecasting GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:50:55.568929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 465e77b2-2c4f-4644-9b23-d80225b2ab10 · inbound

Optimal scenario design for climate emulation cites this paper.

Optimal scenario design for climate emulation GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes

Reference 105

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T18:49:44.472256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f585474-5ede-4a42-bc7c-f118684f2dea · inbound

Rigorous uncertainty quantification of probabilistic AI weather forecasts with conformal prediction cites this paper.

Rigorous uncertainty quantification of probabilistic AI weather forecasts with conformal prediction GEN2: A Generative Prediction-Correction Framework for Long-time Emulations of Spatially-Resolved Climate Extremes

Reference 133

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T18:29:41.632835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.