Paper Citation Record · LEDGER

Frequency Adaptive Normalization For Non-stationary Time Series Forecasting

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2409.20371.

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

pith.paper-citation-record.v1
2409.20371 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:34:00.953497Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T16:51:47.960547Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation acae0a40-fe60-428f-92ba-f5fde49950c8 · inbound

Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis cites this paper.

Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis Frequency Adaptive Normalization For Non-stationary Time Series Forecasting

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:27.697918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e06094-3cc6-4742-9438-cc316d6b5487 · inbound

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting cites this paper.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Frequency Adaptive Normalization For Non-stationary Time Series Forecasting

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T15:58:14.770945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ce962c-1487-4e50-90fb-122a00dfbcef · inbound

Non-stationary Diffusion For Probabilistic Time Series Forecasting cites this paper.

Non-stationary Diffusion For Probabilistic Time Series Forecasting Frequency Adaptive Normalization For Non-stationary Time Series Forecasting

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-22T16:51:47.963736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d23d56d1-ebbd-43f5-add1-1f9b2d4e991e · inbound

Non-Stationary Time Series Forecasting Based on Fourier Analysis and Cross Attention Mechanism cites this paper.

Non-Stationary Time Series Forecasting Based on Fourier Analysis and Cross Attention Mechanism Frequency Adaptive Normalization For Non-stationary Time Series Forecasting

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T22:34:00.953497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1de9867f-7958-40fe-8fc3-d833d576b09b · inbound

ARIES: Relation Assessment and Model Recommendation for Deep Time Series Forecasting cites this paper.

ARIES: Relation Assessment and Model Recommendation for Deep Time Series Forecasting Frequency Adaptive Normalization For Non-stationary Time Series Forecasting

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T04:36:31.595317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.