A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods | Paper Citation Record

Observation c4e388c0-21d9-4266-ae6a-e3317d64d973 · outbound

This paper cites GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:45.197064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e68802b-431d-4e1f-b18b-6b79754f282d · outbound

This paper cites Maddix, Pablo Guerron, Tony Hu, Junming Yin, Nick Erickson, Prateek Mutalik Desai, Hao Wang, Huzefa Rangwala, George Karypis, Yuyang Wang, and Michael Bohlke-Schneider.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Maddix, Pablo Guerron, Tony Hu, Junming Yin, Nick Erickson, Prateek Mutalik Desai, Hao Wang, Huzefa Rangwala, George Karypis, Yuyang Wang, and Michael Bohlke-Schneider

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:45.319548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b65f1e9-952f-494a-b4cb-aebefa6a9fc4 · outbound

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

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Chronos: Learning the Language of Time Series

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:45.464103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72fdaba7-c34c-46df-ba31-a32366ae63b5 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:45.622625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01e5e5c2-8d19-4a5c-9a08-a84f8872c8d6 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:45.752507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9e687a1-52af-47f5-98a1-833aabd6c886 · outbound

This paper cites Olivares, Boris N.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Olivares, Boris N

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:45.881409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7377ea54-cefe-48a1-bbbe-540d930d2353 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-08-01T22:38:22.213964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 521467e3-6999-4dae-bcd6-79e9a9ded484 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-01T22:38:22.093053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca7b5bf2-5379-4d2b-be67-475215e698bb · outbound

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

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods A decoder-only foundation model for time-series forecasting

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:46.378380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7bc2424-a614-420a-b617-51c22235765f · outbound

This paper cites Diebold and Roberto S.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Diebold and Roberto S

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:46.568863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bea1705c-14ab-4cf1-9e8b-076ce1253dbb · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:46.754899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a352c6e-e88a-43d7-a1e7-63e9965f76d4 · outbound

This paper cites BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:46.914632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f10d7b1-4dbc-4796-aa94-0be919d7af72 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:47.088116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a7e65b5-bdb6-4200-9945-122048767bb8 · outbound

This paper cites TimeGPT-1.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods TimeGPT-1

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:47.227092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3087383-fe31-488c-bead-76678c8e6a02 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:47.341214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82eeb6d1-0b2f-43ab-9a75-1b2f30f7cdd2 · outbound

This paper cites Webb, Rob Hyn- dman, and Pablo Montero-Manso.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Webb, Rob Hyn- dman, and Pablo Montero-Manso

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:47.545778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33f6ff25-ef30-4abc-af97-30ae726da3c0 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-08-01T22:35:47.648869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a34ac2e0-8d59-43aa-9352-22447763f78c · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:47.786918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 667665ec-b667-41fb-94d0-17835ef516be · outbound

This paper cites 2023.Core Concepts and Methods in Load Forecasting: With Applications in Distribution Networks.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods 2023.Core Concepts and Methods in Load Forecasting: With Applications in Distribution Networks

Reference 19

Resolution: verified exact; doi, observed 2026-08-01T22:38:21.853311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d13c79d7-dc5c-44ab-8f43-f9dc773b189a · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:48.046471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f7f6923-8ce7-47ac-ac03-fe46a868429e · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:48.213573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91071ba5-4a42-499f-869f-45faf1229b69 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:48.375920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8640bb6-eeb2-43a7-a003-fc161b35b2c2 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-01T22:35:48.562054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41f362ff-f772-4709-9bc7-e610c8115e46 · outbound

This paper cites TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:48.683464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f032c69-ba98-4604-a601-2f2d170f8805 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:48.823801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52e9acf4-98ba-4a55-8933-daf304a06465 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:48.986408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd83eef4-aef4-44dd-9e02-03de103fee12 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:49.139448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83f997ee-b0ae-4d66-a62c-ced0e53f2949 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:49.340000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f56f71-9eeb-4a6e-8914-c2f1b9f97c51 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:49.499620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 748403ef-cb0f-42d7-a282-f2e3521ee14f · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:49.687920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abb6cba1-d057-447a-90d3-7a489d5f4b9f · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:49.956468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be11189f-4adf-4c27-aa82-ab793e6cb921 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:50.201993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b2384f0-63c9-4351-95e0-246fdcc5190c · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:50.341548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88934b8d-dea6-4c81-9648-932125c82d0b · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:50.507887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d869162a-6687-416e-bdf0-24bb4904fcde · outbound

This paper cites Arik, Nicolas Loeff, and Tomas Pfister.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Arik, Nicolas Loeff, and Tomas Pfister

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:50.640936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 653cb06e-dd4d-452b-869d-ae0f6a4e17e3 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:50.785215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6efcc58-0b7e-4beb-a214-cdfc8e06a7ab · outbound

This paper cites Decoupled Weight Decay Regularization.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Decoupled Weight Decay Regularization

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:50.945255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation affa6cd3-8863-4d70-84bd-be3d7b64d1f5 · outbound

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

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:51.060540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d3fe4f0-9f83-4f7b-8bfd-79a64112f37c · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:51.177823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f7ebf97-72af-4a9d-a990-c228f0ab0a19 · outbound

This paper cites Ramchurn, Perukrishnen Vytelingum, Alex Rogers, and Nicholas R.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Ramchurn, Perukrishnen Vytelingum, Alex Rogers, and Nicholas R

Reference 40

Resolution: malformed identifier; no resolver link, observed 2026-08-01T22:35:51.326307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16369540-850c-46bf-9c12-6a0feb198540 · outbound

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

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:51.463225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a00612cc-6b63-400b-90c9-07edcebf573c · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 42

Resolution: verified exact; doi, observed 2026-08-01T22:38:21.332342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a3c9386f-5064-4c53-876e-8d144a7e3942 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:51.725932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a2e3d07-0e74-40d0-944d-33c4b2cd887d · outbound

This paper cites fev-bench: A Realistic Benchmark for Time Series Forecasting.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods fev-bench: A Realistic Benchmark for Time Series Forecasting

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:51.846510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be80e421-d6d8-49b8-8075-302716e192d7 · outbound

This paper cites Real-world energy data of 200 feeders from low-voltage grids with metadata in Germany over two years.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Real-world energy data of 200 feeders from low-voltage grids with metadata in Germany over two years

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:51.988839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba4e5a73-3089-4966-9a52-eaf9b331acd9 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:52.085147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbd02bb7-b0c6-4508-b331-93e6fc4b6944 · outbound

This paper cites Unified Training of Universal Time Series Forecasting Transformers.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unified Training of Universal Time Series Forecasting Transformers

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:52.236397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3bee938-ef3a-40f5-b87f-8a42ffd233f8 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:52.343512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf8c2c38-d66e-47a6-8ee9-f903c73ff26f · outbound

This paper cites Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:52.423288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98c87a7-5704-4cc6-a016-98b27265fea1 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:52.568379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c113d5c-2d07-40ed-955f-53f7d77c21c5 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 51

Resolution: verified exact; doi, observed 2026-08-01T22:38:21.171732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9588442c-7cfc-43c7-a6ae-62f921f8a0f3 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:52.849548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04e06ea2-eb5f-42f1-978a-d6d747dabc95 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:52.916741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3511b4c-bf48-48ea-81d4-17ff2cb65b09 · outbound

This paper cites Çakmak and Veit Hagenmeyer.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Çakmak and Veit Hagenmeyer

Reference 54

Resolution: malformed identifier; no resolver link, observed 2026-08-01T22:35:53.108781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfc61530-7932-4a84-a8b3-22dae000aa2e · outbound

This paper cites InProceedings of the 39th International Conference on Machine Learning.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods InProceedings of the 39th International Conference on Machine Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:53.014176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd5a050f-45d4-4101-b7e8-76cd36bb13bc · outbound

This paper cites Energy-Arena: A Dynamic Benchmark for Operational Energy Forecasting.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Energy-Arena: A Dynamic Benchmark for Operational Energy Forecasting

Reference 2026

Resolution: metadata mismatch; local_arxiv, observed 2026-08-01T22:38:21.594753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a0248216-612a-4239-94de-98f18aa0e6a8 · outbound

This paper cites an unresolved cited work.

A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods Unresolved cited work

Reference 3157

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:49.817552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers