Paper Citation Record · LEDGER

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2509.15394.

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

pith.paper-citation-record.v1
2509.15394 v3

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T16:17:21.200741Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T16:17:21.066991Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

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External citation measurements

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Outbound references

Observation 6e6c4ba4-b9ab-41d4-86e1-a92defe4a132 · outbound

This paper cites Its primary objective is to infer future dynamics based on historical observations [1].

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Its primary objective is to infer future dynamics based on historical observations [1]

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.057102Z

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Observation 51e59a79-fe67-470b-903f-dce4e1771435 · outbound

This paper cites an unresolved cited work.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.062675Z

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Observation 64424c8d-eff2-44ff-afc9-80d7ce351ef6 · outbound

This paper cites VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.066991Z

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Observation a8ad6b06-1bdf-4b61-bd30-0c4fa4c2f671 · outbound

This paper cites an unresolved cited work.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.071579Z

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Observation fc442431-2d37-44de-a558-1f3f4bb99d24 · outbound

This paper cites an unresolved cited work.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.075975Z

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Observation 834566bb-9dc2-4949-8941-86a4d81c9ecd · outbound

This paper cites Dataset We evaluate the proposed model on two datasets with different pe- riodic characteristics.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Dataset We evaluate the proposed model on two datasets with different pe- riodic characteristics

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.080376Z

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Observation 349f8e52-74d8-49d4-84bb-e4d086aebd9d · outbound

This paper cites an unresolved cited work.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.084626Z

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Observation 3d7bfd08-a32a-48ff-b0ce-3264134781ae · outbound

This paper cites JC is supported by UKRI EPSRC Grant No.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting JC is supported by UKRI EPSRC Grant No

Reference 8

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Observation 4fe740c4-f14a-4559-9d0d-bbe9f866c298 · outbound

This paper cites Founda- tion models for time series analysis: A tutorial and survey,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Founda- tion models for time series analysis: A tutorial and survey,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.093898Z

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Observation 32e16972-ab1f-44c8-81c5-7bd919531b77 · outbound

This paper cites Informer: Be- yond efficient transformer for long sequence time-series fore- casting,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Informer: Be- yond efficient transformer for long sequence time-series fore- casting,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.098446Z

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Observation 69ba9e10-e806-4fab-aaf9-2b1feed6498c · outbound

This paper cites TimeMixer: Decomposable multiscale mixing for time series forecasting,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting TimeMixer: Decomposable multiscale mixing for time series forecasting,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.102819Z

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Observation 757fa53c-199d-4e64-9681-d5b111e6b618 · outbound

This paper cites Research on in- formation leakage in time series prediction based on empirical mode decomposition,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Research on in- formation leakage in time series prediction based on empirical mode decomposition,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.106682Z

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Observation 194ef8a9-7344-48c3-9ca1-e02064d43ad3 · outbound

This paper cites FEDformer: Frequency enhanced decomposed transformer for long-term series forecasting,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting FEDformer: Frequency enhanced decomposed transformer for long-term series forecasting,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.111541Z

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Observation 06827d53-8d23-4069-a1cb-5089405c7a1f · outbound

This paper cites TimesNet: Temporal 2d-variation modeling for general time series analysis,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting TimesNet: Temporal 2d-variation modeling for general time series analysis,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.115495Z

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Observation 426189d1-bf80-4c3e-94fc-5b566a03986a · outbound

This paper cites WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.119273Z

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Observation e465a75b-57c3-419b-a937-a72a5399f8cb · outbound

This paper cites Long-Range Transformers for Dynamic Spatiotemporal Forecasting.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Long-Range Transformers for Dynamic Spatiotemporal Forecasting

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.123267Z

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Observation ea3ecf7b-7ff1-410b-9ff7-14558e062591 · outbound

This paper cites Varia- tional mode decomposition,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Varia- tional mode decomposition,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.127570Z

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Observation 389071d1-30d0-4cfb-b366-46636acd0fac · outbound

This paper cites A variational mode decompoisition approach for analysis and forecasting of economic and financial time se- ries,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting A variational mode decompoisition approach for analysis and forecasting of economic and financial time se- ries,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.131466Z

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Observation 89ffbe1e-37dd-4d5e-b9b3-fe749ecdb068 · outbound

This paper cites A novel hybrid model based on VMD-WT and PCA-BP-RBF neural network for short-term wind speed forecasting,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting A novel hybrid model based on VMD-WT and PCA-BP-RBF neural network for short-term wind speed forecasting,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.135304Z

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Observation 3742075c-c1bd-4bb0-96a2-08bc0116149c · outbound

This paper cites A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.138956Z

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Observation f1d00e28-1c8e-41a1-a6f7-8ba788da7cac · outbound

This paper cites A review and discussion of decomposition-based hybrid mod- els for wind energy forecasting applications,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting A review and discussion of decomposition-based hybrid mod- els for wind energy forecasting applications,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.143269Z

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Observation 73fb743d-8241-420a-ba56-0d0263dca40f · outbound

This paper cites Adaptive VMD based optimized deep learning mixed kernel ELM autoencoder for single and multistep wind power forecasting,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Adaptive VMD based optimized deep learning mixed kernel ELM autoencoder for single and multistep wind power forecasting,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.147091Z

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Observation ef4f12ba-23da-4afb-910f-109f11e09e33 · outbound

This paper cites Underwa- ter acoustic signal denoising model based on secondary vari- ational mode decomposition,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Underwa- ter acoustic signal denoising model based on secondary vari- ational mode decomposition,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.150790Z

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Observation 38298029-cb24-41ba-81ad-d7a56976e1e2 · outbound

This paper cites A multiscale and multivari- able differentiated learning for carbon price forecasting,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting A multiscale and multivari- able differentiated learning for carbon price forecasting,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.154758Z

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Observation 4b9ccf85-511d-4c65-a473-fbc6e1704036 · outbound

This paper cites A hybrid model for carbon price forecastingusing garch and long short-term memory network,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting A hybrid model for carbon price forecastingusing garch and long short-term memory network,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.159013Z

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Observation 873123bd-87f5-464b-9a69-ce85b497b890 · outbound

This paper cites A genetic algorithm optimized hybrid model for agricultural price forecasting based on VMD and LSTM network,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting A genetic algorithm optimized hybrid model for agricultural price forecasting based on VMD and LSTM network,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.163519Z

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Observation bfd53543-6aa9-4cf4-9151-7dbced0dfd84 · outbound

This paper cites Ultra-short-term wind power prediction based on pvmd-esma-delm,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Ultra-short-term wind power prediction based on pvmd-esma-delm,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.167170Z

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Observation d75820db-9c24-45b4-bf96-3890f6dfc537 · outbound

This paper cites an unresolved cited work.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Unresolved cited work

Reference 28

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Observation cdf87dd4-91f7-4244-8da0-5cb8f3471370 · outbound

This paper cites An overview of bilevel optimization,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting An overview of bilevel optimization,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.175231Z

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Observation 67440cdd-4ce0-420e-a156-eb4e51646af7 · outbound

This paper cites iTransformer: Inverted transformers are effective for time series forecasting,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting iTransformer: Inverted transformers are effective for time series forecasting,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.179248Z

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Observation 6dee583c-f7ae-470e-91fa-3dbfef8d0181 · outbound

This paper cites Crossformer: Transformer utilizing cross-dimension dependency for multivariate time se- ries forecasting,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Crossformer: Transformer utilizing cross-dimension dependency for multivariate time se- ries forecasting,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.183181Z

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Observation f589e312-9d02-473f-900d-94c89ad4a565 · outbound

This paper cites Are transformers effective for time series forecasting?,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Are transformers effective for time series forecasting?,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.187810Z

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Observation bbb54f4c-2a6b-4613-92ff-7bcf139ca799 · outbound

This paper cites A time series is worth 64 words: Long-term forecasting with transformers,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting A time series is worth 64 words: Long-term forecasting with transformers,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.192307Z

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Observation 2f34d3d2-2680-4109-9bcc-ec033f344646 · outbound

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

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Autoformer: Decomposition transformers with auto- correlation for long-term series forecasting,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.196498Z

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Observation b9e5c543-7e7b-4844-8fc6-9d2081609085 · outbound

This paper cites Short-term natural gas load forecasting based on EL-VMD- Transformer-ResLSTM,.

VMDNet: Temporal Leakage-Free Variational Mode Decomposition for Electricity Demand Forecasting Short-term natural gas load forecasting based on EL-VMD- Transformer-ResLSTM,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T16:17:21.200741Z

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Pith citing papers

Observation 64424c8d-eff2-44ff-afc9-80d7ce351ef6 · inbound