Paper Citation Record · LEDGER

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction

As of 4 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2510.15780.

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pith.paper-citation-record.v1
2510.15780 v2

Coverage vector

measured 40 of 40 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-04T09:24:53.749339Z

measured 40 of 40 standing notices

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40 of 40 outbound references displayed

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Outbound references

Observation 8c1ce28f-d460-43d8-b96b-f3cc41578f24 · outbound

This paper cites Conformal prediction for time series with modern hopfield networks.Advances in Neural Informa- tion Processing Systems, 36:56027–56074, 2023.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Conformal prediction for time series with modern hopfield networks.Advances in Neural Informa- tion Processing Systems, 36:56027–56074, 2023

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:49.935116Z

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Observation 4619bdd6-4760-4d21-b15f-27292a3d9c12 · outbound

This paper cites Conformal prediction beyond exchangeability.The Annals of Statistics, 51(2):816–845, 2023.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Conformal prediction beyond exchangeability.The Annals of Statistics, 51(2):816–845, 2023

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:50.012860Z

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Observation f9df965a-5990-4163-acdd-544aa81430a2 · outbound

This paper cites Confor- malized time series with semantic features.Advances in Neural Information Processing Systems, 37:121449– 121474, 2024.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Confor- malized time series with semantic features.Advances in Neural Information Processing Systems, 37:121449– 121474, 2024

Reference 3

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Observation 7a3a7666-532c-470c-9d9e-edea201cbf59 · outbound

This paper cites Data- driven scenario generation of renewable energy produc- tion based on controllable generative adversarial net- works with interpretability.Applied Energy, 308:118387, 2022.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Data- driven scenario generation of renewable energy produc- tion based on controllable generative adversarial net- works with interpretability.Applied Energy, 308:118387, 2022

Reference 4

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Observation 07658911-d3f8-447f-9e11-471e53dcbc52 · outbound

This paper cites Probabilistic solar power forecasting using bayesian model averaging.IEEE Transactions on Sustainable Energy, 12(1):325–337, 2020.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Probabilistic solar power forecasting using bayesian model averaging.IEEE Transactions on Sustainable Energy, 12(1):325–337, 2020

Reference 5

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Observation 06b2541c-89f5-4419-a8c5-38222070aadb · outbound

This paper cites Adaptive conformal inference under distribution shift.Advances in Neural Information Processing Systems, 34:1660–1672, 2021.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Adaptive conformal inference under distribution shift.Advances in Neural Information Processing Systems, 34:1660–1672, 2021

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:50.360245Z

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Observation e9d1283d-31e7-4505-9ea0-3fa4beea7c20 · outbound

This paper cites Probabilistic forecasts, calibration and sharp- ness.Journal of the Royal Statistical Society Series B: Statistical Methodology, 69(2):243–268, 2007.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Probabilistic forecasts, calibration and sharp- ness.Journal of the Royal Statistical Society Series B: Statistical Methodology, 69(2):243–268, 2007

Reference 7

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Observation 380122cf-e4f2-4bf3-88cb-b270971f65e8 · outbound

This paper cites Probabilistic forecasting.Annual Review of Statistics and Its Applica- tion, 1(1):125–151, 2014.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Probabilistic forecasting.Annual Review of Statistics and Its Applica- tion, 1(1):125–151, 2014

Reference 8

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Observation a2f17943-c6c1-471a-a658-31f29e44b7cc · outbound

This paper cites Probabilistic solar forecasting: Benchmarks, 9 post-processing, verification.Solar Energy, 252:72–80, 2023.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Probabilistic solar forecasting: Benchmarks, 9 post-processing, verification.Solar Energy, 252:72–80, 2023

Reference 9

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Observation d8e4b58c-37f0-413e-8038-440a1dd3973d · outbound

This paper cites Very short-term nonparametric probabilistic forecasting of renewable energy generation—with application to solar energy.IEEE Transactions on Power Systems, 31(5):3850–3863, 2016.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Very short-term nonparametric probabilistic forecasting of renewable energy generation—with application to solar energy.IEEE Transactions on Power Systems, 31(5):3850–3863, 2016

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:50.778217Z

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Observation ae854527-4401-4d76-984c-155288dbb68b · outbound

This paper cites Probabilistic en- ergy forecasting: Global energy forecasting competition 2014 and beyond, 2016.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Probabilistic en- ergy forecasting: Global energy forecasting competition 2014 and beyond, 2016

Reference 11

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Observation 91d4b4bb-390d-490e-a955-c98bef37ce78 · outbound

This paper cites Energy forecasting: A review and outlook.IEEE Open Access Journal of Power and Energy, 7:376–388, 2020.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Energy forecasting: A review and outlook.IEEE Open Access Journal of Power and Energy, 7:376–388, 2020

Reference 12

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Observation 044042b0-40fa-48f4-a4f9-87777449d177 · outbound

This paper cites A novel day-ahead regional and probabilistic wind power forecasting framework using deep cnns and conformalized regression forests.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction A novel day-ahead regional and probabilistic wind power forecasting framework using deep cnns and conformalized regression forests

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:51.060537Z

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Observation ac2fdbf4-8024-4abf-88a8-e4839d59da8f · outbound

This paper cites Kernel-based optimally weighted conformal prediction intervals.arXiv preprint arXiv:2405.16828, 2024.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Kernel-based optimally weighted conformal prediction intervals.arXiv preprint arXiv:2405.16828, 2024

Reference 14

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Observation b025dcdd-2a3b-42a8-90ac-92447955f6e2 · outbound

This paper cites Windgmmn: Scenario forecasting for wind power using generative moment matching networks.IEEE transac- tions on artificial intelligence, 3(5):843–850, 2021.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Windgmmn: Scenario forecasting for wind power using generative moment matching networks.IEEE transac- tions on artificial intelligence, 3(5):843–850, 2021

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:51.324060Z

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Observation 9ede6d2a-3a0d-48b3-a0bc-2be9b5c90bcc · outbound

This paper cites Use of physics to improve solar forecast: Part ii, machine learning and model interpretability.Solar Energy, 244:362–378, 2022.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Use of physics to improve solar forecast: Part ii, machine learning and model interpretability.Solar Energy, 244:362–378, 2022

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:51.471348Z

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Observation b1db6f00-681f-46fa-8868-243be8883da7 · outbound

This paper cites Assessing the perfor- mance of deep learning models for multivariate proba- bilistic energy forecasting.Applied Energy, 285:116405, 2021.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Assessing the perfor- mance of deep learning models for multivariate proba- bilistic energy forecasting.Applied Energy, 285:116405, 2021

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:51.649785Z

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Observation f355ae25-2846-409f-9faa-a355132ce1c1 · outbound

This paper cites Enhanced Renewable Energy Forecasting and Operations through Probabilistic Forecast Aggregation.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Enhanced Renewable Energy Forecasting and Operations through Probabilistic Forecast Aggregation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:51.736486Z

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Observation 290dde94-7f35-4b32-9e00-8acf4c312252 · outbound

This paper cites Renewable energy sources—modeling and forecasting.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Renewable energy sources—modeling and forecasting

Reference 19

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Observation 968daf21-755e-4080-abb5-71bd6fa6bbaa · outbound

This paper cites Wind power forecasting using attention-based gated recurrent unit network.Energy, 196:117081, 2020.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Wind power forecasting using attention-based gated recurrent unit network.Energy, 196:117081, 2020

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:51.964285Z

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Observation 8741baae-e51a-4b2a-88a5-d69cb42d87e1 · outbound

This paper cites En- hancing the reliability of probabilistic pv power forecasts using conformal prediction.Solar Energy Advances, 4:100059, 2024.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction En- hancing the reliability of probabilistic pv power forecasts using conformal prediction.Solar Energy Advances, 4:100059, 2024

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:52.091336Z

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Observation 9742f28c-607a-4539-a52f-c45697ca5007 · outbound

This paper cites Conformalized quantile regression.Advances in neural information processing systems, 32, 2019.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Conformalized quantile regression.Advances in neural information processing systems, 32, 2019

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:52.197009Z

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Observation 375fab1c-6e31-4f40-bacb-738bba7b0d79 · outbound

This paper cites ARPA-E PERFORM datasets, 2022.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction ARPA-E PERFORM datasets, 2022

Reference 23

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Observation e80d47d0-3c78-42d4-b593-978556ba1052 · outbound

This paper cites Direct interval forecast of uncertain wind power based on recur- rent neural networks.IEEE Transactions on Sustainable Energy, 9(3):1177–1187, 2017.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Direct interval forecast of uncertain wind power based on recur- rent neural networks.IEEE Transactions on Sustainable Energy, 9(3):1177–1187, 2017

Reference 24

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Observation 4aaf2b18-14f5-4c51-905c-cdbf94d5c866 · outbound

This paper cites Soman, Hamidreza Zareipour, Om Malik, and Paras Mandal.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Soman, Hamidreza Zareipour, Om Malik, and Paras Mandal

Reference 25

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Observation 0dfec7ac-436b-475a-a707-8a43cb0f3b73 · outbound

This paper cites A review of wind power and wind speed forecasting methods with different time horizons.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction A review of wind power and wind speed forecasting methods with different time horizons

Reference 26

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Observation bd6743a0-a3cf-46f4-9986-00f6b5a143df · outbound

This paper cites The future of forecasting for renewable energy.Wiley Interdisciplinary Reviews: Energy and Environment, 9(2):e365, 2020.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction The future of forecasting for renewable energy.Wiley Interdisciplinary Reviews: Energy and Environment, 9(2):e365, 2020

Reference 27

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Observation 8152f14e-04e0-4e01-a6f8-ef261bdda6b6 · outbound

This paper cites A review of very short-term wind and solar power forecasting.Renewable and Sustainable Energy Reviews, 153:111758, 2022.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction A review of very short-term wind and solar power forecasting.Renewable and Sustainable Energy Reviews, 153:111758, 2022

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Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:52.781696Z

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Observation 7d8850e6-5849-4e4b-acbd-1f33e1785a0b · outbound

This paper cites Conformal prediction under covariate shift.Advances in neural information process- ing systems, 32, 2019.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Conformal prediction under covariate shift.Advances in neural information process- ing systems, 32, 2019

Reference 29

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Observation e464a1ad-79ee-4c0b-b8b6-48113705468f · outbound

This paper cites Springer, 2005.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Springer, 2005

Reference 30

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Observation b1279a33-6eb4-40f5-a0bd-1b594a25dc23 · outbound

This paper cites Conformal asymmetric multi-quantile generative transformer for day-ahead wind power interval prediction.Applied Energy, 333:120634, 2023.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Conformal asymmetric multi-quantile generative transformer for day-ahead wind power interval prediction.Applied Energy, 333:120634, 2023

Reference 31

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Observation 12c074d8-7925-4346-a22d-70f7214c8c62 · outbound

This paper cites A review of wind speed and wind power forecasting with deep neural networks.Applied energy, 304:117766, 2021.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction A review of wind speed and wind power forecasting with deep neural networks.Applied energy, 304:117766, 2021

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Observation da1ffc5d-756d-412e-a60e-88ab3c3f6e53 · outbound

This paper cites A stacked gru-rnn-based approach for predict- ing renewable energy and electricity load for smart grid operation.IEEE Transactions on Industrial Informatics, 17(10):7050–7059, 2021.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction A stacked gru-rnn-based approach for predict- ing renewable energy and electricity load for smart grid operation.IEEE Transactions on Industrial Informatics, 17(10):7050–7059, 2021

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Observation 8b43b47a-d9a2-4b6d-a52e-cce6a3920a2e · outbound

This paper cites An overview of deterministic and probabilistic forecasting methods of wind energy.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction An overview of deterministic and probabilistic forecasting methods of wind energy

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Observation 6100646f-2475-4924-b6a1-d8a5a5ed9ebc · outbound

This paper cites Conformal prediction interval for dynamic time-series.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Conformal prediction interval for dynamic time-series

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Observation 038061cc-4823-4347-927b-4ca3007e77f5 · outbound

This paper cites Conformal prediction for time se- ries.IEEE transactions on pattern analysis and machine intelligence, 45(10):11575–11587, 2023.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Conformal prediction for time se- ries.IEEE transactions on pattern analysis and machine intelligence, 45(10):11575–11587, 2023

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Observation 2f4b3965-f9c0-4802-9b33-fd5cca212d9c · outbound

This paper cites Sequential predictive conformal inference for time series.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Sequential predictive conformal inference for time series

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Observation 32b18b5e-a4a1-4a52-a27a-356a20f58cbd · outbound

This paper cites A short- term wind power forecasting approach with adjustment of numerical weather prediction input by data mining.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction A short- term wind power forecasting approach with adjustment of numerical weather prediction input by data mining

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Observation beef9b67-bad6-4e25-99dd-dfc84493171a · outbound

This paper cites Weather-informed prob- abilistic forecasting and scenario generation in power systems.Applied Energy, 384:125369, 2025.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Weather-informed prob- abilistic forecasting and scenario generation in power systems.Applied Energy, 384:125369, 2025

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Resolution: unresolved; no resolver link, observed 2026-08-04T09:24:53.630659Z

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Observation 39a3339b-28df-43d3-842f-987b9b9b2313 · outbound

This paper cites Review on probabilistic forecasting of wind power generation.

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction Review on probabilistic forecasting of wind power generation

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