Paper Citation Record · LEDGER

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2604.02347.

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

pith.paper-citation-record.v1
2604.02347 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T22:18:03.436478Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T19:41:55.651993Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy28
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce6575ae-6861-47a3-b1f6-89d1d09d7bbc · outbound

This paper cites Climate change 2023: synthesis report. contribution of working groups i, ii and iii to the sixth assessment report of the intergovernmental panel on climate change.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Climate change 2023: synthesis report. contribution of working groups i, ii and iii to the sixth assessment report of the intergovernmental panel on climate change

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.758296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1ba4b828-f388-41de-bff3-6aa559426cc6 · outbound

This paper cites Regulation (eu) 2023/956 of the european parliament and of the council of 10 may 2023 establishing a carbon border adjustment mechanism.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Regulation (eu) 2023/956 of the european parliament and of the council of 10 may 2023 establishing a carbon border adjustment mechanism

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.644499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9f9cfb15-a883-46b9-a3af-52373d5b8fa2 · outbound

This paper cites Ghg protocol scope 2 guidance.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Ghg protocol scope 2 guidance

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.647948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4128001e-151d-47a4-bf9c-e86e78d7c013 · outbound

This paper cites Dacf: day-ahead carbon intensity forecasting of power grids using machine learning.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Dacf: day-ahead carbon intensity forecasting of power grids using machine learning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.731486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2737f971-78bb-44fe-9e11-de2102d02939 · outbound

This paper cites Application of a combined prediction method based on temporal decomposition and convolutional neural networks for the prediction of consumption in polysilicon reduction furnaces.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Application of a combined prediction method based on temporal decomposition and convolutional neural networks for the prediction of consumption in polysilicon reduction furnaces

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.736865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c3be9353-d7b5-4905-a87b-e166ce7fcdfe · outbound

This paper cites Modeling and random search optimization for the polysilicon cvd reactor.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Modeling and random search optimization for the polysilicon cvd reactor

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.740681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 956220b5-d815-43d5-99fc-bf991585a3d8 · outbound

This paper cites Optimized scheduling model considering the demand response and sequential requirements of polysilicon production.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Optimized scheduling model considering the demand response and sequential requirements of polysilicon production

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.682044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b01c3fb-8ed4-449b-bda8-ae2ca4567ea2 · outbound

This paper cites Frequency adaptive normalization for non-stationary time series forecasting.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Frequency adaptive normalization for non-stationary time series forecasting

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.691258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a999644-125f-4dd0-825b-55ebf7d5d1fe · outbound

This paper cites Timexer: Empowering transformers for time series fore- casting with exogenous variables.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Timexer: Empowering transformers for time series fore- casting with exogenous variables

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.672651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9f10097a-ac8e-455e-a6f6-8c0752b9b65b · outbound

This paper cites Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.664295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cc3f1a05-9195-438e-a842-98a895f23b8d · outbound

This paper cites Compat- ible transformer for irregularly sampled multivariate time series.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Compat- ible transformer for irregularly sampled multivariate time series

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.744858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4fef8e4-0801-4be9-ba1b-73c231179f47 · outbound

This paper cites Temporal fusion transform- ers for interpretable multi-horizon time series forecasting.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Temporal fusion transform- ers for interpretable multi-horizon time series forecasting

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.676969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 66afb5fb-1a51-4ec3-8ad0-df0410e20350 · outbound

This paper cites Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx.

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.720691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 31b27534-b38e-493d-b26a-6fb71c6efa34 · outbound

This paper cites Self-supervised transformer for sparse and irregularly sampled multivariate clinical time-series.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Self-supervised transformer for sparse and irregularly sampled multivariate clinical time-series

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.700678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a52cfa2a-2d2e-426e-9535-dc1f1a98d19d · outbound

This paper cites Csdi: Conditional score- based diffusion models for probabilistic time series imputation.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Csdi: Conditional score- based diffusion models for probabilistic time series imputation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.711618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d14c648-3007-413d-bd11-193c445d10e3 · outbound

This paper cites Saits: Self-attention-based imputation for time series.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Saits: Self-attention-based imputation for time series

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.761996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d2981d8-d84c-4b2e-9a00-d4f14092e7ca · outbound

This paper cites Exploiting language power for time series forecasting with exogenous variables.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Exploiting language power for time series forecasting with exogenous variables

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.707002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 22dea975-8689-463f-adc0-b8566bb14be6 · outbound

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

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Informer: Beyond efficient transformer for long sequence time-series forecasting

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.716377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b321e1c8-f834-46c7-91fb-ae918a08ceb5 · outbound

This paper cites Etsformer: Exponen- tial smoothing transformers for time-series forecasting.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Etsformer: Exponen- tial smoothing transformers for time-series forecasting

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.686241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a0a06354-2c4e-46ff-994c-37a95cd4cddc · outbound

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

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.694565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d4297747-246e-42dd-b96a-ace052d6bfc1 · outbound

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

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting A time series is worth 64 words: Long-term forecasting with transformers

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.660638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8836040d-7845-4502-944a-4bba7176c58a · outbound

This paper cites itrans- former: Inverted transformers are effective for time series forecasting.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting itrans- former: Inverted transformers are effective for time series forecasting

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.748920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 01f2c3e3-e710-442d-9c40-ab3c81a89fab · outbound

This paper cites A survey on deep learning based time series analysis with frequency transformation.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting A survey on deep learning based time series analysis with frequency transformation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.681681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c363b40f-8c1d-418d-ae73-f2483b15adff · outbound

This paper cites FEDformer: Frequency enhanced decomposed transformer for long-term series fore- casting.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting FEDformer: Frequency enhanced decomposed transformer for long-term series fore- casting

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.698273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b19d9a6d-1299-46b2-ba65-32760af338f5 · outbound

This paper cites Spectral temporal graph neural network for multivariate time-series forecasting.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Spectral temporal graph neural network for multivariate time-series forecasting

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.725108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c0b56339-23de-46c1-9c1b-c4752b9c762f · outbound

This paper cites Fourier neural operator for para- metric partial differential equations.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Fourier neural operator for para- metric partial differential equations

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.753767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 728bf539-9b91-4e52-a58e-8bcc8b08d89a · outbound

This paper cites Simmtm: A simple pre-training framework for masked time-series modeling.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Simmtm: A simple pre-training framework for masked time-series modeling

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.664670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 521b4a73-ae9f-4d0b-b657-5e28623e8815 · outbound

This paper cites Context consistency regularization for label sparsity in time series.

FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting Context consistency regularization for label sparsity in time series

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T22:20:23.668794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 1045b35e-e755-498f-85f4-991aef5da8bd · inbound

Exogenous Dropout: A Simple, Strong Baseline for Corruption-Robust Time Series Forecasting with Covariates cites this paper.

Exogenous Dropout: A Simple, Strong Baseline for Corruption-Robust Time Series Forecasting with Covariates FTimeXer: Frequency-aware Time-series Transformer with Exogenous variables for Robust Carbon Footprint Forecasting

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T19:41:55.651993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.