Paper Citation Record · LEDGER

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting

As of 22 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2607.20587.

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

pith.paper-citation-record.v1
2607.20587 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:40:29.408820Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

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Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

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External citation measurements

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Outbound references

Observation a802f9b8-7f7a-43fa-bb86-f05a1704ebcb · outbound

This paper cites Energy forecasting: A review and outlook,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Energy forecasting: A review and outlook,

Reference 1

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Observation 98097ad8-a795-4c0d-a03b-9177750458d7 · outbound

This paper cites DiffLoad: Uncertainty quantification in electrical load forecasting with the diffusion model,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting DiffLoad: Uncertainty quantification in electrical load forecasting with the diffusion model,

Reference 2

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Observation c94b2966-5654-41f2-8429-407b4e2a4b15 · outbound

This paper cites Electricity Demand and Grid Impacts of AI Data Centers: Challenges and Prospects.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Electricity Demand and Grid Impacts of AI Data Centers: Challenges and Prospects

Reference 3

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Observation 347a776c-6112-4f93-bd4a-20bb87775b7e · outbound

This paper cites Probabilistic electric load forecasting: A tutorial review,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Probabilistic electric load forecasting: A tutorial review,

Reference 4

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Observation 6cdd2da3-d4de-4d44-ab25-c79bcee31741 · outbound

This paper cites Day-ahead electricity price forecasting using the wavelet transform and ARIMA models,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Day-ahead electricity price forecasting using the wavelet transform and ARIMA models,

Reference 5

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Observation f849dae8-99be-4b76-8d5b-5d9608944bbe · outbound

This paper cites Short-term load forecasting based on a semi-parametric additive model,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Short-term load forecasting based on a semi-parametric additive model,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T10:40:29.276455Z

Source-reported events for the cited work

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Observation 0a77d0a7-61f3-4e2d-8cbc-4c3c9795f4bb · outbound

This paper cites Assessment of forecasting techniques for solar power production with no exogenous inputs,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Assessment of forecasting techniques for solar power production with no exogenous inputs,

Reference 7

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Observation abd5ad7e-ead0-4803-902a-2fcaeb86926c · outbound

This paper cites Current methods and advances in forecasting of wind power generation,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Current methods and advances in forecasting of wind power generation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T10:40:29.284431Z

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Observation e3222e1d-88d8-4ccd-9224-5c8b0af62392 · outbound

This paper cites Short-term residential load forecasting based on LSTM recurrent neural network,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Short-term residential load forecasting based on LSTM recurrent neural network,

Reference 9

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Observation 984b2886-323b-41e6-aa30-9bedddd2655f · outbound

This paper cites Attention-based neural load forecasting: A dynamic feature selection approach,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Attention-based neural load forecasting: A dynamic feature selection approach,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T10:40:29.291465Z

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Observation 58b8e46e-b6ab-49a0-81d4-b5f300c373d1 · outbound

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

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting DeepAR: Probabilistic forecasting with autoregressive recurrent networks,

Reference 11

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Observation b735ac71-280b-4d11-9743-12fd71c450fb · outbound

This paper cites Hybrid method for short-term photovoltaic power forecasting based on deep convolutional neural network,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Hybrid method for short-term photovoltaic power forecasting based on deep convolutional neural network,

Reference 12

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Observation d8ade5f6-80af-470e-b8a2-6e882068473b · outbound

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

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Autoformer: Decomposition transformers with Auto-Correlation for long-term series forecasting,

Reference 13

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Observation ce084193-d5ff-4fa4-bcb1-c4c4a52d0c9c · outbound

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

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting A time series is worth 64 words: Long-term forecasting with transformers,

Reference 14

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Observation 5d32e6d9-95bd-43ad-b8ee-a793143701db · outbound

This paper cites Mamba: Linear-time sequence modeling with selective state spaces,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Mamba: Linear-time sequence modeling with selective state spaces,

Reference 15

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Observation a4ff6331-b01e-4749-81b2-3c04f7fd9e57 · outbound

This paper cites KARMA: A multilevel decomposition hybrid Mamba framework for multivariate long-term time series forecasting,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting KARMA: A multilevel decomposition hybrid Mamba framework for multivariate long-term time series forecasting,

Reference 16

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Observation 7d217ce6-4e20-43c2-8edd-1c2df4ba3e5c · outbound

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SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Unresolved cited work

Reference 17

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Observation 5dd0e909-6044-4bab-8807-6fa5ef72280d · outbound

This paper cites An adaptive hybrid model for short term electricity price forecasting,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting An adaptive hybrid model for short term electricity price forecasting,

Reference 18

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Source-reported events for the cited work

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Observation 164e74f6-23e4-467f-810f-2cde94f78dc6 · outbound

This paper cites Deep neural network for forecasting of photovoltaic power based on wavelet packet decomposition with similar day analysis,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Deep neural network for forecasting of photovoltaic power based on wavelet packet decomposition with similar day analysis,

Reference 19

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Observation 667e18f2-4524-46ed-9bed-39dfda7c666d · outbound

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

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Are transformers effective for time series forecasting?

Reference 20

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Observation c0f26959-8bc2-4487-8a90-cad3341287aa · outbound

This paper cites TADNet: Temporal attention decomposition networks for probabilistic energy forecasting,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting TADNet: Temporal attention decomposition networks for probabilistic energy forecasting,

Reference 21

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Observation 867beab9-adeb-4890-b049-38fb27b12551 · outbound

This paper cites A semi-empirical approach using gradient boost- ing and k-nearest neighbors regression for GEFCom2014 probabilistic solar power forecasting,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting A semi-empirical approach using gradient boost- ing and k-nearest neighbors regression for GEFCom2014 probabilistic solar power forecasting,

Reference 22

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Source-reported events for the cited work

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Observation d317100e-6984-42e2-bf19-94f90593db24 · outbound

This paper cites Probabilistic solar power forecasting based on weather scenario generation,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Probabilistic solar power forecasting based on weather scenario generation,

Reference 23

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Observation b305d1dd-942d-4e75-b3e8-1a5bb0097900 · outbound

This paper cites Weather-informed probabilistic forecasting and scenario generation in power systems,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Weather-informed probabilistic forecasting and scenario generation in power systems,

Reference 24

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Observation 92d0af61-4272-4154-91b3-6ffa13241adf · outbound

This paper cites Multi-source and temporal attention network for probabilistic wind power prediction,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Multi-source and temporal attention network for probabilistic wind power prediction,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T10:40:29.347624Z

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Observation 56d88a1a-d3ea-46b3-bd88-58d9bc60990b · outbound

This paper cites Temporal fusion transformers for interpretable multi-horizon time series forecasting,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Temporal fusion transformers for interpretable multi-horizon time series forecasting,

Reference 26

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Observation 7a764b1f-371d-4bdb-8236-c44f2413401f · outbound

This paper cites Adaptive probabilistic forecasting of electricity (net-) load,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Adaptive probabilistic forecasting of electricity (net-) load,

Reference 27

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Observation 2991b162-7aa0-48cd-9f56-e56f1f3b3b79 · outbound

This paper cites TimeXer: Empowering transformers for time series forecasting with exogenous variables,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting TimeXer: Empowering transformers for time series forecasting with exogenous variables,

Reference 28

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Observation 4004a43d-d413-4598-9eee-4398bde6b97e · outbound

This paper cites Quantile regression based probabilistic forecasting of renewable energy generation and building electrical load: A state of the art review,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Quantile regression based probabilistic forecasting of renewable energy generation and building electrical load: A state of the art review,

Reference 29

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SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting CRPS learning,

Reference 30

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SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting A new approach to linear filtering and prediction problems,

Reference 31

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Observation a4ff507a-cada-4f28-a781-1f20a03c2b78 · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Efficiently Modeling Long Sequences with Structured State Spaces

Reference 32

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This paper cites Reversible instance normalization for accurate time-series forecasting against distribution shift,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Reversible instance normalization for accurate time-series forecasting against distribution shift,

Reference 33

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SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Attention is all you need,

Reference 34

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Observation 36ee773a-b37b-4372-82f6-5f6bf6a15684 · outbound

This paper cites A theory for multiresolution signal decomposition: the wavelet representation,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting A theory for multiresolution signal decomposition: the wavelet representation,

Reference 35

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Source-reported events for the cited work

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SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Root mean square layer normalization,

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SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting FreDF: Learning to forecast in the frequency domain,

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This paper cites ElectricityLoadDiagrams20112014,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting ElectricityLoadDiagrams20112014,

Reference 38

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SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Open power system data–frictionless data for electricity system modelling,

Reference 39

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This paper cites Probabilistic energy forecasting: Global energy forecasting competition 2014 and beyond,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Probabilistic energy forecasting: Global energy forecasting competition 2014 and beyond,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T10:40:29.404994Z

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This paper cites Long-term forecasting with TiDE: Time-series dense encoder,.

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting Long-term forecasting with TiDE: Time-series dense encoder,

Reference 41

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Pith citing papers

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