Paper Citation Record · LEDGER

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model

As of 20 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2508.10705.

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pith.paper-citation-record.v1
2508.10705 v1

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measured 30 of 30 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-15T17:34:55.783286Z

measured 30 of 30 standing notices

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Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

30 of 30 outbound references displayed

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External citation measurements

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Outbound references

Observation 76b9e6dc-87b4-40fa-b381-389f7e63d02c · outbound

This paper cites Heier, Grid integration of wind energy: onshore and offshore conver- sion systems.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Heier, Grid integration of wind energy: onshore and offshore conver- sion systems

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.490357Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3e6b26bf-73fa-497c-9c48-2687e3ec0906 · outbound

This paper cites A bayesian deep learning-based wind power prediction model considering the whole process of blade icing and de-icing,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model A bayesian deep learning-based wind power prediction model considering the whole process of blade icing and de-icing,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.465315Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 20dfde56-3057-4f49-87cf-3b67ce67009a · outbound

This paper cites Dispatch strategy for the power system with large offshore wind power integration under a typhoon: A two-stage sample robust optimization approach,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Dispatch strategy for the power system with large offshore wind power integration under a typhoon: A two-stage sample robust optimization approach,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.437884Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ea3a90bd-6ebd-417d-94e4-c1dc789a22f0 · outbound

This paper cites Spatio- temporal graph neural network and pattern prediction based ultra-short- term power forecasting of wind farm cluster,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Spatio- temporal graph neural network and pattern prediction based ultra-short- term power forecasting of wind farm cluster,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.408246Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7e61b32e-e1e4-415c-9c52-62cde119068c · outbound

This paper cites A data- driven methodology for probabilistic wind power ramp forecasting,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model A data- driven methodology for probabilistic wind power ramp forecasting,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.386199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c9776270-fca3-41bf-b8b5-7b1d88f47fa4 · outbound

This paper cites Probabilistic wind power forecasting using optimized deep auto-regressive recurrent neural networks,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Probabilistic wind power forecasting using optimized deep auto-regressive recurrent neural networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.366946Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1e1fe8e9-52b6-4062-81ef-1c1156da9507 · outbound

This paper cites Forecasted scenarios of regional wind farms based on regular vine copulas,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Forecasted scenarios of regional wind farms based on regular vine copulas,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.347534Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 96f0b000-5d01-4b22-9d79-3fda459ae0a8 · outbound

This paper cites Spatial-temporal wind power probabilistic forecasting based on time-aware graph convolutional network,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Spatial-temporal wind power probabilistic forecasting based on time-aware graph convolutional network,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.325677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation de5b82df-e901-4a93-aaf4-e15050e3adee · outbound

This paper cites A novel informer-time-series generative adversarial networks for day-ahead scenario generation of wind power,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model A novel informer-time-series generative adversarial networks for day-ahead scenario generation of wind power,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.304796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 92090459-82cf-4ab8-8f09-85e47e37e958 · outbound

This paper cites Continuous and distribution- free probabilistic wind power forecasting: A conditional normalizing flow approach,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Continuous and distribution- free probabilistic wind power forecasting: A conditional normalizing flow approach,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.286842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7e4d709d-f9ea-4e06-b8b9-9178b41f42a4 · outbound

This paper cites Deep generative modelling: A comparative review of vaes, gans, normalizing flows, energy-based and autoregressive models,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Deep generative modelling: A comparative review of vaes, gans, normalizing flows, energy-based and autoregressive models,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.268541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2710e69a-1b82-4e99-a501-5528374e51b8 · outbound

This paper cites Denoising diffusion probabilistic models,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Denoising diffusion probabilistic models,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.250355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 28b5a60d-1a40-4f70-82ad-d09d120aefd2 · outbound

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

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Score-Based Generative Modeling through Stochastic Differential Equations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T17:34:55.660023Z

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Observation afb51e74-3803-45fd-88ad-e44b33da0f0a · outbound

This paper cites Un- derstanding deep learning (still) requires rethinking generalization,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Un- derstanding deep learning (still) requires rethinking generalization,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.227606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7f44619c-3f9e-460d-8c8c-c6713069067f · outbound

This paper cites Towards ef- fective long-term wind power forecasting: A deep conditional generative spatio-temporal approach,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Towards ef- fective long-term wind power forecasting: A deep conditional generative spatio-temporal approach,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.207813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0c4190c6-b018-43a3-affc-8f091fa3b862 · outbound

This paper cites An adaptive approach for probabilistic wind power forecasting based on meta-learning,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model An adaptive approach for probabilistic wind power forecasting based on meta-learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.188100Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7981dd7f-f615-4386-a52a-035e733c8480 · outbound

This paper cites Short-term predictions of multiple wind turbine power outputs based on deep neural networks with transfer learning,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Short-term predictions of multiple wind turbine power outputs based on deep neural networks with transfer learning,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.166706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c24f723e-7027-4bbb-bebb-17708a4a00c8 · outbound

This paper cites Ultra-short-term wind power subsection forecasting method based on extreme weather,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Ultra-short-term wind power subsection forecasting method based on extreme weather,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.140384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bab64826-ab31-48fc-9179-dc99be4d1ae7 · outbound

This paper cites Short-term wind power scenario generation based on conditional latent diffusion models,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Short-term wind power scenario generation based on conditional latent diffusion models,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.120866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53c49cdf-dc35-485a-b582-6f6b75999508 · outbound

This paper cites Data-driven scenario generation of renewable energy production based on controllable generative adversar- ial networks with interpretability,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Data-driven scenario generation of renewable energy production based on controllable generative adversar- ial networks with interpretability,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.100039Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7a6046ac-130f-43b0-9102-c77cfdfbc686 · outbound

This paper cites Generative modeling by estimating gradients of the data distribution,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Generative modeling by estimating gradients of the data distribution,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.077116Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6fe0225b-594c-4d5f-a512-3abbab28aa23 · outbound

This paper cites Translating embeddings for modeling multi-relational data,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Translating embeddings for modeling multi-relational data,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.052792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6526702e-2eac-4062-8b7d-a57f2e4dbc65 · outbound

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

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Conditional Image Generation with Score-Based Diffusion Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:34:55.731896Z

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Observation 46ee4b90-aba0-41dd-98e1-0d4e258cb3aa · outbound

This paper cites International best track archive for climate stewardship (ibtracs) project, version 4.01,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model International best track archive for climate stewardship (ibtracs) project, version 4.01,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T17:34:55.740775Z

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Observation ddbc9afb-05f8-4628-9ead-8b1ff8c7e7ee · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Informer: Beyond efficient transformer for long sequence time-series forecasting,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:56.022522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7ec1e5ee-3701-4000-b6ca-ca871636bc98 · outbound

This paper cites TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T17:34:55.753980Z

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Observation cf33633a-71e6-4064-974d-baf9e833f269 · outbound

This paper cites Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:55.999246Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4678d63f-b550-4d88-b8c8-7c81a11a56e1 · outbound

This paper cites Deepar: Probabilistic forecasting with autoregressive recurrent networks,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Deepar: Probabilistic forecasting with autoregressive recurrent networks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:55.974732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a603c11b-f056-4e17-a447-643dfe6b2d69 · outbound

This paper cites Learning structured output represen- tation using deep conditional generative models,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Learning structured output represen- tation using deep conditional generative models,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:55.953574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation efcc868b-ec1c-433e-9605-af05a041a128 · outbound

This paper cites Improved training of wasserstein gans,.

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model Improved training of wasserstein gans,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:55.933049Z

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