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Paper Citation Record · LEDGER

AIFS -- ECMWF's data-driven forecasting system

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 46 inbound Pith citation observations for arXiv:2406.01465.

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

pith.paper-citation-record.v1
2406.01465 v2

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measured 0 of 0 reference resolution

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measured 46 of 46 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 46 of 46 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:37:41.346444Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T16:17:21.532210Z

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 787ebc50-167e-4d37-be7b-ac1652585344 · inbound

Smoothing and spatial verification of global fields cites this paper.

Smoothing and spatial verification of global fields AIFS -- ECMWF's data-driven forecasting system

Reference 25

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arxiv_id, observed 2026-05-25T08:26:48.645379Z

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GraphCSVAE: Graph Categorical Structured Variational Autoencoder for Spatiotemporal Auditing of Physical Vulnerability Towards Sustainable Post-Disaster Risk Reduction cites this paper.

GraphCSVAE: Graph Categorical Structured Variational Autoencoder for Spatiotemporal Auditing of Physical Vulnerability Towards Sustainable Post-Disaster Risk Reduction AIFS -- ECMWF's data-driven forecasting system

Reference 21

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arxiv_id, observed 2026-05-21T22:00:41.400472Z

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Observation faa57ac2-b55f-41f7-b878-113f9ee862c9 · inbound

Benchmarking atmospheric circulation variability in an AI emulator, ACE2, and a hybrid model, NeuralGCM cites this paper.

Benchmarking atmospheric circulation variability in an AI emulator, ACE2, and a hybrid model, NeuralGCM AIFS -- ECMWF's data-driven forecasting system

Reference 6

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arxiv_id, observed 2026-05-18T09:51:13.568714Z

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Observation 79d85d5a-f2cd-44b2-a7f5-2949da792d37 · inbound

CRPS-LAM: Probabilistic Regional Weather Forecasting with Continuous Ranked Probability Score cites this paper.

CRPS-LAM: Probabilistic Regional Weather Forecasting with Continuous Ranked Probability Score AIFS -- ECMWF's data-driven forecasting system

Reference 10

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Observation 05b0d962-2f03-4da5-939a-7c3f0893c359 · inbound

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model cites this paper.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model AIFS -- ECMWF's data-driven forecasting system

Reference 34

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Observation 14933044-17f4-49fb-a7fa-9245637fbcac · inbound

A robust and stable hybrid neural network/finite element method for 2D flows that generalizes to different geometries cites this paper.

A robust and stable hybrid neural network/finite element method for 2D flows that generalizes to different geometries AIFS -- ECMWF's data-driven forecasting system

Reference 38

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no resolver link, observed 2026-08-03T08:33:27.335736Z

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Unavailable: canonical work link unavailable.

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Observation b9776b33-08bf-4a9a-8f0b-ac1557b120c6 · inbound

Scaling Laws of Global Weather Models cites this paper.

Scaling Laws of Global Weather Models AIFS -- ECMWF's data-driven forecasting system

Reference 21

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no resolver link, observed 2026-08-02T20:36:36.644610Z

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Unavailable: canonical work link unavailable.

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Observation 5ffcb454-255d-4302-90a4-6e84615a5932 · inbound

The Rise of AI in Weather and Climate Information and its Impact on Global Inequality cites this paper.

The Rise of AI in Weather and Climate Information and its Impact on Global Inequality AIFS -- ECMWF's data-driven forecasting system

Reference 79

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no resolver link, observed 2026-08-02T18:44:33.960708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e18221dc-e96a-4e99-9e20-6515d58c61c3 · inbound

Integrating Weather Foundation Model and Satellite to Enable Fine-Grained Solar Irradiance Forecasting cites this paper.

Integrating Weather Foundation Model and Satellite to Enable Fine-Grained Solar Irradiance Forecasting AIFS -- ECMWF's data-driven forecasting system

Reference 21

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arxiv_id, observed 2026-05-15T10:45:28.440992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 5ea35698-3192-49bf-adbf-04d0c97a3a42 · inbound

Toward Artificial Intelligence Enabled Earth System Coupling cites this paper.

Toward Artificial Intelligence Enabled Earth System Coupling AIFS -- ECMWF's data-driven forecasting system

Reference 13

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arxiv_id, observed 2026-05-15T01:03:25.171714Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 6bf2b473-a3cc-45d8-b8a1-189079eb25bb · inbound

Regimes of Scale in AI Meteorology cites this paper.

Regimes of Scale in AI Meteorology AIFS -- ECMWF's data-driven forecasting system

Reference 30

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arxiv_id, observed 2026-05-10T19:20:45.037987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation a9627b3e-0b37-47bd-82cc-3543625fbe5a · inbound

Generative 3D Gaussian Splatting for Arbitrary-ResolutionAtmospheric Downscaling and Forecasting cites this paper.

Generative 3D Gaussian Splatting for Arbitrary-ResolutionAtmospheric Downscaling and Forecasting AIFS -- ECMWF's data-driven forecasting system

Reference 42

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arxiv_id, observed 2026-05-11T05:41:04.411607Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation cd7431c4-310f-4f5d-983b-8d22e4e9b6c2 · inbound

Enhancing AI and Dynamical Subseasonal Forecasts with Probabilistic Bias Correction cites this paper.

Enhancing AI and Dynamical Subseasonal Forecasts with Probabilistic Bias Correction AIFS -- ECMWF's data-driven forecasting system

Reference 46

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arxiv_id, observed 2026-05-10T08:27:51.479838Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 4124ceb7-6c56-4237-82c1-4f73100fdc79 · inbound

Skillful Global Ocean Emulation and the Role of Correlation-Aware Loss cites this paper.

Skillful Global Ocean Emulation and the Role of Correlation-Aware Loss AIFS -- ECMWF's data-driven forecasting system

Reference 6

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arxiv_id, observed 2026-05-11T12:51:04.451367Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 2e0b20c7-516a-4144-9d79-2dd06e4d4880 · inbound

Instability-Aware Steering of an Extreme Atmospheric River in an AI Weather Foundation Model cites this paper.

Instability-Aware Steering of an Extreme Atmospheric River in an AI Weather Foundation Model AIFS -- ECMWF's data-driven forecasting system

Reference 8

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arxiv_id, observed 2026-05-10T02:38:17.078757Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 82017d52-d5ee-47d7-b8e1-3358b91358c6 · inbound

Cast3: Translating numerical weather prediction principles into data-driven forecasting cites this paper.

Cast3: Translating numerical weather prediction principles into data-driven forecasting AIFS -- ECMWF's data-driven forecasting system

Reference 16

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arxiv_id, observed 2026-05-08T19:34:04.631005Z

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Observation 792f87b8-df50-4b6e-8ab9-e3246114a49a · inbound

Towards accurate extreme event likelihoods from diffusion model climate emulators cites this paper.

Towards accurate extreme event likelihoods from diffusion model climate emulators AIFS -- ECMWF's data-driven forecasting system

Reference 13

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arxiv_id, observed 2026-05-12T09:11:25.934629Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 2391a704-f379-4869-8fe0-6416be838d77 · inbound

Prediction of Drought and Flash Drought in Africa at the Seasonal-to-Subseasonal Scale using the Community Research Earth Digital Intelligence Twin Framework cites this paper.

Prediction of Drought and Flash Drought in Africa at the Seasonal-to-Subseasonal Scale using the Community Research Earth Digital Intelligence Twin Framework AIFS -- ECMWF's data-driven forecasting system

Reference 181

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arxiv_id, observed 2026-05-08T16:53:29.786271Z

Source-reported events for the cited work

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Observation 5f1223bc-465c-4aa8-aacc-f1c338e66ffb · inbound

GPROF-IR: An Improved Single-Channel Infrared Precipitation Retrieval for Merged Satellite Precipitation Products cites this paper.

GPROF-IR: An Improved Single-Channel Infrared Precipitation Retrieval for Merged Satellite Precipitation Products AIFS -- ECMWF's data-driven forecasting system

Reference 97

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arxiv_id, observed 2026-05-11T01:40:50.773809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation a569efc9-8be3-4935-9b7e-e745ffe9174d · inbound

QuadNorm: Resolution-Robust Normalization for Neural Operators cites this paper.

QuadNorm: Resolution-Robust Normalization for Neural Operators AIFS -- ECMWF's data-driven forecasting system

Reference 19

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arxiv_id, observed 2026-05-11T04:05:55.866014Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 02e01cb2-8c36-44b2-ba45-b768d1c4529a · inbound

Earth Science Foundation Models: From Perception to Reasoning and Discovery cites this paper.

Earth Science Foundation Models: From Perception to Reasoning and Discovery AIFS -- ECMWF's data-driven forecasting system

Reference 85

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arxiv_id, observed 2026-05-14T22:08:03.471996Z

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Observation 816967e7-7c4f-4547-8f4c-ed9eb9f78e05 · inbound

Earth Science Foundation Models: From Perception to Reasoning and Discovery cites this paper.

Earth Science Foundation Models: From Perception to Reasoning and Discovery AIFS -- ECMWF's data-driven forecasting system

Reference 85

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arxiv_id, observed 2026-07-01T13:35:46.159831Z

Source-reported events for the cited work

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Observation bf3a57e4-243a-4c8d-b144-01a335799269 · inbound

OceanCBM: A Concept Bottleneck Model for Mechanistic Interpretability in Ocean Forecasting cites this paper.

OceanCBM: A Concept Bottleneck Model for Mechanistic Interpretability in Ocean Forecasting AIFS -- ECMWF's data-driven forecasting system

Reference 20

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arxiv_id, observed 2026-05-14T21:53:02.543912Z

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Observation 251ee08f-95df-412b-90fb-8a1313329d55 · inbound

Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting cites this paper.

Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting AIFS -- ECMWF's data-driven forecasting system

Reference 31

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arxiv_id, observed 2026-05-19T14:47:36.352791Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation d523c8e4-a8b0-4781-9d4f-9a47520db1cb · inbound

Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting cites this paper.

Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting AIFS -- ECMWF's data-driven forecasting system

Reference 31

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arxiv_id, observed 2026-06-30T20:55:04.212244Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation c2b57270-bada-4826-879a-78967e3eb544 · inbound

SwAIther-Precip: Lead-Time-Aware Bias Correction Enables Kilometer-Scale Downscaling of Global AI Precipitation Forecasts over Switzerland cites this paper.

SwAIther-Precip: Lead-Time-Aware Bias Correction Enables Kilometer-Scale Downscaling of Global AI Precipitation Forecasts over Switzerland AIFS -- ECMWF's data-driven forecasting system

Reference 11

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arxiv_id, observed 2026-05-19T17:47:41.672481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 10a5cce7-67af-44a5-9bf3-56ea969c6dd0 · inbound

The physics of AI weather models cites this paper.

The physics of AI weather models AIFS -- ECMWF's data-driven forecasting system

Reference 24

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arxiv_id, observed 2026-05-25T02:25:14.330747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 8f2e8241-2027-49e4-a38d-194567b9abea · inbound

RealBench: Benchmarking Data-Driven Numerical Weather Forecasting Under Operational Conditions and Extreme Event Challenges cites this paper.

RealBench: Benchmarking Data-Driven Numerical Weather Forecasting Under Operational Conditions and Extreme Event Challenges AIFS -- ECMWF's data-driven forecasting system

Reference 59

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arxiv_id, observed 2026-06-30T11:54:38.117788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation b1e3fa87-f1db-4ba5-adad-1926565143eb · inbound

AirCast-SR: A Foundation Model for Kilometer-Scale Atmospheric Super-Resolution via Latent Consistency Diffusion cites this paper.

AirCast-SR: A Foundation Model for Kilometer-Scale Atmospheric Super-Resolution via Latent Consistency Diffusion AIFS -- ECMWF's data-driven forecasting system

Reference 4

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metadata mismatch
arxiv_id, observed 2026-07-01T15:05:48.461760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 07f2cb01-ae28-44f8-a97f-43632d90d204 · inbound

Skillful high-resolution weather forecasting independent of physical models cites this paper.

Skillful high-resolution weather forecasting independent of physical models AIFS -- ECMWF's data-driven forecasting system

Reference 10

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arxiv_id, observed 2026-06-29T10:03:17.562957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation e819f7da-cd2b-4b2d-b9b2-85c692e699e6 · inbound

Towards a Foundation Model for the Martian Atmosphere cites this paper.

Towards a Foundation Model for the Martian Atmosphere AIFS -- ECMWF's data-driven forecasting system

Reference 48

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arxiv_id, observed 2026-06-30T19:05:00.792074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation f7165328-a3ae-4096-bdb2-748df11ba3e5 · inbound

Scalable Uncertainty Quantification for Extreme Weather Forecasting via Empirical Neural Tangent Kernels cites this paper.

Scalable Uncertainty Quantification for Extreme Weather Forecasting via Empirical Neural Tangent Kernels AIFS -- ECMWF's data-driven forecasting system

Reference 24

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arxiv_id, observed 2026-06-28T15:22:19.613232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation b8c87d44-60e1-4697-9700-faceba6a2c7c · inbound

Performance Evaluation of GraphCast for Medium-Range Weather Forecasting over Brazil cites this paper.

Performance Evaluation of GraphCast for Medium-Range Weather Forecasting over Brazil AIFS -- ECMWF's data-driven forecasting system

Reference 49

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arxiv_id, observed 2026-06-28T03:11:30.285433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation d5716007-5c0d-42ba-bf4d-6a04ba0a30e3 · inbound

A Hybrid LSTM--Vision Transformer Architecture for Predicting HRRR Forecast Errors cites this paper.

A Hybrid LSTM--Vision Transformer Architecture for Predicting HRRR Forecast Errors AIFS -- ECMWF's data-driven forecasting system

Reference 15

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verified exact
arxiv_id, observed 2026-07-04T00:19:13.004735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 573730be-9988-4d4e-9acf-f0b83099cc12 · inbound

AIFS-DOP: End-to-End Medium-Range Weather Prediction from Observations Alone with Machine Learning cites this paper.

AIFS-DOP: End-to-End Medium-Range Weather Prediction from Observations Alone with Machine Learning AIFS -- ECMWF's data-driven forecasting system

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T02:49:25.332157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 611b51f4-a63c-478d-bf80-1d98f8f8e50f · inbound

Event-Aware Loss Design for Forecasting of Convective Precipitation and Lightning cites this paper.

Event-Aware Loss Design for Forecasting of Convective Precipitation and Lightning AIFS -- ECMWF's data-driven forecasting system

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-06-25T19:38:18.551455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation e1b8deb5-9f0b-4373-b058-4774d38d891e · inbound

Otter Weather: Skillful and Computationally Efficient Medium-Range Weather Forecasting cites this paper.

Otter Weather: Skillful and Computationally Efficient Medium-Range Weather Forecasting AIFS -- ECMWF's data-driven forecasting system

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-07-04T15:49:57.700815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-26T01:19:10.927926Z digest=sha256:974857ff2fadc2072268251a1e233219c2020bd3d57048ecdf45aa31ebb39647

Observation 78e5a33e-bbd7-43ad-b8e3-3c671a4a39ee · inbound

Modelling convective cell occurrence in proximity to cold fronts using extreme gradient boosting cites this paper.

Modelling convective cell occurrence in proximity to cold fronts using extreme gradient boosting AIFS -- ECMWF's data-driven forecasting system

Reference 33

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verified exact
arxiv_id, observed 2026-07-04T14:49:55.086883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T02:31:24.913084Z digest=sha256:4849fd0e26f241254749b408a7cec62f1af88aa51235db38b4e131b7d0a21c75

Observation a7409aae-0796-41c8-a35f-a033067fc292 · inbound

Deep learning model emulators for marine biogeochemistry forecasting from days to decades cites this paper.

Deep learning model emulators for marine biogeochemistry forecasting from days to decades AIFS -- ECMWF's data-driven forecasting system

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-04T15:49:56.259830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T01:28:02.120352Z digest=sha256:67891d9a55e2981dc52b298e01b87f3597c92fbeab04ec60ae2de4731b32d1ab

Observation 7c9f6c62-e48a-4b59-ad69-abf187a8a923 · inbound

Automated Data Readiness for Scientific AI cites this paper.

Automated Data Readiness for Scientific AI AIFS -- ECMWF's data-driven forecasting system

Reference 11

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unresolved
no resolver link, observed 2026-07-12T07:09:04.155924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T07:09:04.155924Z digest=sha256:299af1dd54ed349873f5d10fdb874bcc5365a55071ef979e399aabd1691be623

Observation eb526e38-dc44-46c3-89f3-6c3a94db1b1e · inbound

On the Genealogy of Machine Learning Weather Prediction cites this paper.

On the Genealogy of Machine Learning Weather Prediction AIFS -- ECMWF's data-driven forecasting system

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-11T09:39:11.455360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T09:39:11.455360Z digest=sha256:c9d4b40e884f3e7706ea4db3fe2f63f9c24384c494321043b735b80058476ca4

Observation 2649cd62-291d-48ee-bfe2-0701fa056e0d · inbound

AIFS-SUBS: Extending Data-Driven Forecasting to Sub-Seasonal Timescales cites this paper.

AIFS-SUBS: Extending Data-Driven Forecasting to Sub-Seasonal Timescales AIFS -- ECMWF's data-driven forecasting system

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-11T08:50:01.837338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:50:01.837338Z digest=sha256:b74a76e58b40110cb57768c62b6811c34814d2fc02d21394c82755cfb3c1435f

Observation 6e30df37-790d-4690-b63b-6c36f00e794a · inbound

Global reanalysis from observations alone with machine learning cites this paper.

Global reanalysis from observations alone with machine learning AIFS -- ECMWF's data-driven forecasting system

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:17:21.533844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 109287ff-27b1-4ae4-ae45-28292e18b382 · inbound

HourGlass: A probabilistic data-driven temporal downscaler for global and regional weather forecasting cites this paper.

HourGlass: A probabilistic data-driven temporal downscaler for global and regional weather forecasting AIFS -- ECMWF's data-driven forecasting system

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-14T05:28:17.350967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T05:28:17.350967Z digest=sha256:a51689805224effe7129db24632e7ee2afc9c249fc174f62d10479a4fadab481

Observation b4f75d12-f49a-482a-9b81-0d6e2ba095cb · inbound

Toward Mechanistic Interpretability of an AI Foundation Model Fine-Tuned for Atmospheric Chemistry cites this paper.

Toward Mechanistic Interpretability of an AI Foundation Model Fine-Tuned for Atmospheric Chemistry AIFS -- ECMWF's data-driven forecasting system

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-01T09:29:11.566737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:29:11.566737Z digest=sha256:9c23cc36f91035927407069bbf4f02a7f0273ef5f574f1d83ca50b121a0d8757

Observation ca4f5745-3864-4986-b9d3-6cccd9433d25 · inbound

Weather Emulators at the Frontier of Heat Extremes Predictability cites this paper.

Weather Emulators at the Frontier of Heat Extremes Predictability AIFS -- ECMWF's data-driven forecasting system

Reference 30

Resolution
unresolved
no resolver link, observed 2026-07-31T14:18:20.466383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T14:18:20.466383Z digest=sha256:f1c21d7b5464ce430e46d7a47f1a70f18d6da0b25a49c27efeca136c4318098d