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Paper Citation Record · LEDGER

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling

As of 7 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2507.22053.

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

pith.paper-citation-record.v1
2507.22053 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:09:39.848096Z

measured 62 of 62 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 2026-06-26T05:35:28.485707Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T12:59:52.924291Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved59
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2b04188f-ba78-4207-aed9-791a0d515298 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:41.263459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 21ae5cb3-f01f-4c0d-9139-817bc7ff9823 · outbound

This paper cites Chronos: Learning the Language of Time Series.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Chronos: Learning the Language of Time Series

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.404760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.404760Z digest=sha256:f583c8f9fcd66ad6da560ec42db743296651b71ab403929abee2a00f5d0c8609

Observation 1ea95ebc-01cc-42aa-8e9d-c9c5f53f4c41 · outbound

This paper cites TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.411328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.411328Z digest=sha256:262f19843361e709332cd5d1316cd9ec9294a651ac1405898abfae05006ec27f

Observation eb3f7663-5d36-40cb-addd-ca40551e9f90 · outbound

This paper cites TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.420167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.420167Z digest=sha256:d649a49bc734ba93361aa05979342f540ef3a019cba488967ab4a94060c01905

Observation 185da8da-cda6-4bee-bf01-aaeff1a013d1 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:41.248400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b093dd96-8f8d-4438-a337-23a3b483c57d · outbound

This paper cites Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.443027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.443027Z digest=sha256:5c3f983fc8fba8e71d30a3ac1db8f1f91123d0d4628989058231be2ef88edde9

Observation 3ec001eb-0363-4464-a875-09a701ed75d9 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.449855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.449855Z digest=sha256:775eed9e6aa65a86ef7e6abc6a88525f33dafb43b83c07ab48467c7a9b1514ae

Observation 9c787580-e45c-42aa-8cd4-ffffa41d99b5 · outbound

This paper cites TimeGPT-1.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling TimeGPT-1

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.457548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.457548Z digest=sha256:46c6276aa5aab121311e62ad8a5a89f15d39c6197a9be34c7131ebc3a2f8d597

Observation a3dccbea-4fa9-49fd-9d2e-10e12c80b46d · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 9

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 20b1fc24-37f2-4eea-ae94-a95719cf8b84 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 10

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 55c3816b-ee37-43b3-b208-e7296aa15059 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 11

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 85fa12e9-7aa5-4a0b-83c4-9aedfe16a386 · outbound

This paper cites A Look at the Evaluation Setup of the M5 Forecasting Competition.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling A Look at the Evaluation Setup of the M5 Forecasting Competition

Reference 12

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 577c5de6-5a79-4278-aa2b-4ef5a80d4d77 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 13

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 84c85efe-58b8-4632-91cf-94aec77e2ba0 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 16

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 345dd14e-0cbe-4cc9-b6ab-5084160dc502 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 17

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 72c0f5a9-7695-4876-b82b-db8952904f6d · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 18

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 55f2a774-bfc9-4004-a589-8d1fd5b60fcf · outbound

This paper cites Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Reference 19

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ccac7536-0379-4527-8122-53eaa199bd21 · outbound

This paper cites Position: What Can Large Language Models Tell Us about Time Series Analysis.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Position: What Can Large Language Models Tell Us about Time Series Analysis

Reference 20

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c8f09e1c-8d04-413d-b73f-0b9406f4f765 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 21

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f72695d6-f7f1-448d-a8a1-51eea492b69e · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b1cd6701-5d57-44a4-9d13-e8e1a14f743d · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 23

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 47a35b05-5a2c-4bce-a8e6-20e36b2eaa60 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 24

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 66fb23d5-fe5f-47c6-aa4b-549d8719a5d8 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 25

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9a733d4e-4be8-47c3-a32d-bd10bb6a2d7e · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 26

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 23067c10-f68c-49f1-a895-5395d4e9f3fd · outbound

This paper cites ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models

Reference 27

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 231e757e-2016-445e-a732-c17ff721a62c · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 28

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 8799edd7-84c3-4d15-a67e-2b34a2eeadc6 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 29

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation aa928116-0d1f-4ea2-9979-faea94cc0756 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7ba4714c-5b29-40bc-81ec-7e8f30467ec0 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c70b8f52-7673-4cce-b059-6bae0d7beb6f · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 32

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9bcf4638-e683-4601-9efa-83b445bbf2b0 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4ac24598-ab45-440e-8e4c-65972fe2cf35 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a457d88d-607a-4c49-acd8-35e49a2d50be · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5bfb2ed9-fe88-49dd-8752-9dc6f58ac6c1 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 36

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 2b1842cd-76c5-48f3-a5bc-7a6ea9894bce · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 0d0308ea-e4ff-4826-9871-3667dad422e0 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 38

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 0548e419-ebce-4079-be02-9dd0a4ff8438 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 39

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 66aa189f-ed5d-49de-b3ce-bf9f55fe8000 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 40

Resolution
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raw_fallback, observed 2026-08-06T12:09:40.707177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.719920Z digest=sha256:707334e5a5977b26271ad23a421c2eacd4dbf01f61d469bfeecd5a4cf9a95475

Observation cf01cb5a-5807-4f12-8bfc-c667eb41bf4e · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.631048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.726223Z digest=sha256:b85e402a70be996f6b903369e0efff2fe5368d5ca0acced30673c86139b41084

Observation 02bfa9f8-bf8e-45e5-9372-e2a73eff4e85 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.566041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.731101Z digest=sha256:c8f5dbbd7d1651830f084a31e9d9ff038d65da0526c832cda09d49da598e0ea1

Observation f3d56a64-a8b7-4fe6-ac48-282e217a5203 · outbound

This paper cites Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.736905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.736905Z digest=sha256:4d10c291a36d0da8bfbe467ea0ead8fcce981855366ac2bc4b6e4f8ce5beffac

Observation c82d7879-7205-4bde-99f7-6c88c0c8bd0f · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.471536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.743541Z digest=sha256:7b8199f3f9747e53bc8f2c5e4c64049da9c3ed4636fec8adfa0979dfd8dbc6e5

Observation 59b02dbc-1a7b-4a69-8029-8362f0fd445e · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.452729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.752188Z digest=sha256:69a7207bb52a83385f38534389f4d77c746c0ae446d111da1152d83240237cd8

Observation 6d2ae19f-4a01-4aae-b175-88bda3b70e72 · outbound

This paper cites Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.758851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.758851Z digest=sha256:120010c62ffaf9322dd07e423e45988db6e1142165e771335651f1830e3c60e4

Observation 716305be-f01b-4e01-a2af-8f6c2f00e103 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.433869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.764816Z digest=sha256:910e88de9f3a334cad6182409c30246366cced0a1b0ec2cf114c43f25d28a41c

Observation 17689327-d36d-470e-9797-caadcc9f9a82 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.415326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.770081Z digest=sha256:d876513f31a7f3c7b58c34afcfbe9a76995bb56cd325cc29c3f5512b8c3b259f

Observation e992abde-6d3f-4aac-9fc1-afbcdc0d3718 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.390673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.775521Z digest=sha256:0fe1254f92c8b5254f7271f58fa558f960397253de6a446ea9772864766edda2

Observation bd332722-764f-4dec-9188-c225e9661354 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.369211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.781849Z digest=sha256:dfc8c4d594f8c8038c77c84ef50bcb619d81feb65c4ff946853588a0c9cac9cf

Observation d4ae8bec-2f99-4a2a-bdd4-d50ddfaa11fb · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.347062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.788093Z digest=sha256:bae26f703b3edb5d751db74467491f77470f834ffcc7bd1705c34e11331d129e

Observation 99a21af0-c761-4fe7-9b17-d4d05e45575b · outbound

This paper cites A Dynamic Approach to Stock Price Prediction: Comparing RNN and Mixture of Experts Models Across Different Volatility Profiles.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling A Dynamic Approach to Stock Price Prediction: Comparing RNN and Mixture of Experts Models Across Different Volatility Profiles

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:09:39.935844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.793459Z digest=sha256:9fc2ca46c76b655dd10975e2fb4df880bf0b1b97b06fc10bcdb7127d51e5e262

Observation 178b5cbd-a4a6-4635-898d-5e58ffbb7172 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.327859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.799130Z digest=sha256:43dc24f794f92296a87ad8b108094c79fcf5648e061d52ef3eae225255cf4df5

Observation 2084b80f-6120-41ef-be68-b243d27fb788 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.307461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.805280Z digest=sha256:285aae72e5228b3572d776d114952d8dfa2b6d8ea9c265e0403a65658d4f9d3f

Observation 55937c66-c9ae-4dd7-bb34-e9a4641f078e · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.810847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.810847Z digest=sha256:5df51f9a8a54754a5c52cf5f69dded74c2575ab762a195fb829028f8c00678cb

Observation 7753fd42-157e-48cd-82bc-6558315bb20b · outbound

This paper cites TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.817035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.817035Z digest=sha256:0126168fccc1f4a5b22261b9dd450bedee102cc22b592a7e163c5e9b0312a41a

Observation 50302f1e-6da0-4cc8-b0f2-978d95e64ef3 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.277584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.823585Z digest=sha256:36d61e56ba526ee83160ecd16f3547dfaf63809ebf89ec45f05e58c56d35b21f

Observation 19f63cdd-7ac9-4db4-b442-46e6983ce9aa · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.257130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.829727Z digest=sha256:0a22d1575c047eaad240e9c571f0f824340813b2c12b0c164d07ce1b3a3eff76

Observation 951d7e97-b1cf-43ba-834d-c72f4eb89824 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.836651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.836651Z digest=sha256:7a7c0b83ea46892109a1353568c90b8f393d82d7f4bed30e1a823030bfde6b99

Observation f1258718-7e29-4200-9637-0df499ced704 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:39.842922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:39.842922Z digest=sha256:b18b46d65c22fd59c3964ffe685f83f417740d48a387c2504ad5637a6964a3cb

Observation dca830aa-70b0-4b06-979e-ca81b49bb626 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:40.217957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.848096Z digest=sha256:f6ba0a0db7e3789859213940a9d1b12353272cf9d74ba949ed6c23e8d9a6977f

Observation fc4e1862-81a6-4672-94ab-f2728e2ef961 · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 2015

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:41.189253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.480704Z digest=sha256:4a60968bd4a81c7c1f72a76f288af0f8333bc13e90996dcd88b3663f1ee258ea

Observation a993baff-4149-48db-b039-2020a6da70ce · outbound

This paper cites an unresolved cited work.

Foundation Models for Demand Forecasting via Dual-Strategy Ensembling Unresolved cited work

Reference 2017

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:41.206222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:09:39.474365Z digest=sha256:25cd658a6d0f70ae6bb4d098b77b59bcfd7be0e8b80847fcdf3f693f6901709d

Pith citing papers

Observation 47c7bbdb-1ade-4c4e-8189-dcc60405a91f · inbound

Speaking Numbers to LLMs: Multi-Wavelet Number Embeddings for Time Series Forecasting cites this paper.

Speaking Numbers to LLMs: Multi-Wavelet Number Embeddings for Time Series Forecasting Foundation Models for Demand Forecasting via Dual-Strategy Ensembling

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-07-04T12:59:52.925714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T05:35:28.485707Z digest=sha256:09621f8ff406c9a1abe685c1c93e142375b40778d1e375305e5191a5b6914705