Paper Citation Record · LEDGER

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting

As of 12 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2507.10349.

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

pith.paper-citation-record.v1
2507.10349 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:37:54.268428Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T09:21:17.688776Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact4
verified fuzzy6
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 136336c6-3764-4cfe-817d-61e5d6076823 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:59.544455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f4a8dfcc-cc9c-410e-889d-0e14897e3259 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:59.536702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 07e82b04-5a61-460d-99c0-e6b38f7c6668 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:59.529201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 916a4cfd-977d-4994-81cf-8f3ac36b2508 · outbound

This paper cites Chen, Lee Dicker, Carson Eisenach, and Dhruv Madeka.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Chen, Lee Dicker, Carson Eisenach, and Dhruv Madeka

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:37:59.521265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 29a368d0-ae44-4d04-a17e-4a39ef6ed4da · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:59.513773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 274014c8-d2e9-4969-a419-b9d92b11a537 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:59.507329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0c20c77b-bb4e-49a9-acb2-cef76b91df54 · outbound

This paper cites A decoder-only foundation model for time-series forecasting.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting A decoder-only foundation model for time-series forecasting

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:50.959008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f7caa37-7a66-4309-875a-b803bb94b297 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:59.500700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5023b015-134b-4ed3-a6f2-83618311e37a · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:59.494455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b65d8c9b-10de-4fbe-a4f3-a16f5989a738 · outbound

This paper cites Olivares.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Olivares

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:37:59.388049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4c593e77-3dcc-43f3-8f18-18419ec32000 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:59.247633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 40558b57-8236-4ed1-ade5-1bd3b7a9564e · outbound

This paper cites Large Pre-trained time series models for cross-domain Time series analysis tasks.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Large Pre-trained time series models for cross-domain Time series analysis tasks

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:37:55.628497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b1ca3c4b-23a7-428a-afcc-7311aeab487d · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:58.937981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c0864fd4-c95d-4f0b-ae0c-ec1e7225e544 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:58.682477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 73db7bc6-bc10-420d-a441-273aac5ae3b7 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:58.382767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 203939af-c71c-4261-a425-bb7cc5b4c1c9 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:58.253154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7174e7b7-cc39-401e-bbf5-cd2f658b4db5 · outbound

This paper cites Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:51.634105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd1550c-63f2-48bc-b642-9987bdfb271a · outbound

This paper cites A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:51.742449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1473f60-dee3-4a6f-a580-3de37463da05 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:58.050710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation debc8fe8-30cf-414e-a6e7-5baec52c6872 · outbound

This paper cites Aditya Prakash.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Aditya Prakash

Reference 20

Resolution: verified exact; doi, observed 2026-08-06T17:37:54.522180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d304d01a-20b7-4b76-acbe-c818964a9311 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:57.930680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 326c392c-b4c6-49de-8f55-10967be7f211 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:57.807871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8c8cfd3e-895b-4c09-b0d0-38af1942a8e6 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:57.669448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 386b558e-f71e-40db-bf7e-ca872e2f5534 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:57.508947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2565b8d9-e95b-4b26-b9ff-28f3974cbe45 · outbound

This paper cites Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:37:57.380306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6f98af52-cd1b-416d-9bca-282a163dfb90 · outbound

This paper cites Olivares, Cristian Challu, Grzegorz Marcjasz, Rafał Weron, and Artur Dubrawski.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Olivares, Cristian Challu, Grzegorz Marcjasz, Rafał Weron, and Artur Dubrawski

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:52.328503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35b4f787-fab6-4b10-850c-277a6a1c6fc7 · outbound

This paper cites Olivares, O.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Olivares, O

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:52.453469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b3cfa6d-95bb-411c-8458-65d5e6c00ddd · outbound

This paper cites Oreshkin, Dmitri Carpov, Nicolas Chapados, and Yoshua Bengio.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Oreshkin, Dmitri Carpov, Nicolas Chapados, and Yoshua Bengio

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:37:57.217256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 17b4e249-dc79-417d-b495-1a30a07f02b8 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:52.600802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bc05f0a-1018-466a-a7fb-7925d2a720fc · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:57.095563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 05d4c4dd-243a-40c3-be01-efb97f34584d · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting WaveNet: A Generative Model for Raw Audio

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:52.816037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45867dca-c599-4284-b59f-f50811f68ecb · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:37:56.980854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0e685930-6351-49c7-985b-c368a91fbd64 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:56.815608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f4f821c2-f52c-4d3b-be76-00d8b8f7ae50 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:56.614682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d5d9c47c-f90c-4932-95c5-4f27035271f1 · outbound

This paper cites $\spadesuit$ SPADE $\spadesuit$ Split Peak Attention DEcomposition.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting $\spadesuit$ SPADE $\spadesuit$ Split Peak Attention DEcomposition

Reference 35

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T17:37:55.432957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 07555ae5-1f9d-4d64-ace9-2f7fa232e389 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:53.338628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6aba491-c6ab-4f91-bfde-d8bd97324e11 · outbound

This paper cites MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:53.440558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2776a156-2019-42ea-b41e-2d286d0f9462 · outbound

This paper cites GEANN: Scalable Graph Augmentations for Multi-Horizon Time Series Forecasting.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting GEANN: Scalable Graph Augmentations for Multi-Horizon Time Series Forecasting

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:37:55.297104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 18299d6d-f930-46f2-a920-de9de7e9c50f · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:56.481201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d2d13c89-cffc-4d38-84ff-1b3208100738 · outbound

This paper cites LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:37:54.873654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1ec2d3fe-e0c2-4a85-a748-b89227110b84 · outbound

This paper cites Aditya Prakash.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Aditya Prakash

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:37:56.315497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e52cd6aa-b6cd-42cb-b0c7-3e39a93d5e79 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:54.018103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16878454-ec9e-4e1d-a6fd-5ca238daebf1 · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:56.190895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4b0344ea-fe2a-414b-ac1c-ddce63c49f8d · outbound

This paper cites an unresolved cited work.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:37:55.950156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a27d1c0b-76e8-4d29-a6f3-9e9e59682af7 · outbound

This paper cites A Multi-Horizon Quantile Recurrent Forecaster.

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting A Multi-Horizon Quantile Recurrent Forecaster

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:53.067326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e75fbefa-ce01-4efc-82a1-4779dea27dba · inbound

Burst Aware Forecasting of User Traffic Demand in LEO Satellite Networks cites this paper.

Burst Aware Forecasting of User Traffic Demand in LEO Satellite Networks TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:17.688776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.