Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2605.15470.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c70aff0b-e94a-4c96-982c-7edecefa6375 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting From observation to information and users: The Copernicus Marine Service perspective.Frontiers in Marine Science, 6:234
Reference 1
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.
Observation 30cebbf2-a70d-403d-b38c-f35f4ac32a57 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Evolution of the Copernicus Marine Service global ocean analysis and forecasting high-resolution system: Potential benefit for a wide range of users
Reference 2
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.
Observation 95367eb5-0274-4ae2-b44d-debbd65f77b6 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Nemo-Nordic 2.0: Operational marine forecast model for the Baltic Sea.Geoscientific Model Development, 14(9):5731–5749
Reference 3
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.
Observation 67b6f4b4-d11f-4a1e-99c7-b28bc17a4669 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting GLONET: Mercator’s end-to-end neural global ocean forecasting system.Journal of Geophysical Research: Machine Learning and Computation, 2(3)
Reference 4
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.
Observation 83e2f9f1-26eb-4043-b721-f2af5a0caa4a · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Accurate Mediter- ranean Sea forecasting via graph-based deep learning.Scientific Reports, 15(45051)
Reference 5
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.
Observation e5264a0d-c8fd-44d5-a360-3b602309a21f · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Forecasting the eddying ocean with a deep neural network
Reference 6
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.
Observation 2dd443aa-ccd8-4a08-a8d3-97eb89446faf · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting XiHe: A Data-Driven Model for Global Ocean Eddy-Resolving Forecasting
Reference 7
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.
Observation 630ddfcf-30a8-4639-8898-15e307413e77 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting FuXi-Ocean: A global ocean forecasting system with sub-daily resolution
Reference 8
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.
Observation a2e287ea-a229-4e91-867a-032385625c68 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Probabilistic weather forecasting with hierarchical graph neural networks
Reference 9
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.
Observation 0e8ea3e4-14b0-4eac-91c3-e17d9d474666 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Proba- bilistic weather forecasting with machine learning.Nature, 637(8044):84–90
Reference 10
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.
Observation 79035e93-c909-454e-afab-c39495cd8caa · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Ocean- Net: A principled neural operator-based digital twin for regional oceans.Scientific Reports, 14 (21181)
Reference 11
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.
Observation e3b4bc26-e77f-4bd7-bf86-507a51c3fe29 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting OceanBench: A benchmark for data-driven global ocean forecasting systems
Reference 12
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.
Observation b9940931-7a10-4792-aee1-316f88c05fbe · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Seasonal Arctic sea ice forecasting with probabilistic deep learning.Nature Communications, 12(1):5124
Reference 13
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.
Observation c62724da-57b4-49e3-a949-e5491a0d6c3a · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model
Reference 14
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.
Observation 2a007d43-fe25-4cde-876f-f9e2d5f71f76 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Samudra: An AI global ocean emulator for climate.Geo- physical Research Letters, 52(10)
Reference 15
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.
Observation 9638de32-5b53-4b18-98b4-4b66bd4282b0 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Data-driven ensemble prediction of the global ocean
Reference 16
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.
Observation 00dc6cb9-ac0a-472a-a6da-b925833df120 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Kilometer-scale convection-allowing model emulation using generative diffusion modeling.Science Advances, 12(5):eadv0423
Reference 17
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.
Observation 3d201b59-86d2-479a-abf8-4f05b87b2fa9 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Diffusion-LAM: Prob- abilistic limited area weather forecasting with diffusion
Reference 18
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.
Observation 6567901b-afa9-4480-a5b1-474f833bc17a · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting AIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the continuous ranked probability score.npj Artificial Intelligence, 2(1):18
Reference 19
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.
Observation 265479c8-ffed-4247-935f-24140bd5ca03 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Probabilis- tic forecasting with generative networks via scoring rule minimization.Journal of Machine Learning Research, 25(45):1–64
Reference 20
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.
Observation b6b53254-1427-4691-855a-1d5f291c2177 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting FourCastNet 3: A geometric approach to probabilistic machine-learning weather forecasting at scale
Reference 21
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.
Observation 818bf1cc-18af-4a30-a534-9153a8623b2d · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Skillful joint probabilistic weather forecasting from marginals
Reference 22
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.
Observation 075c8241-0175-4371-9eee-3125829c4bb0 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting CRPS-LAM: Regional ensemble weather forecasting from matching marginals
Reference 23
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.
Observation b2391c64-c555-4dd2-a394-acf3ecdccf21 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting High-resolution probabilistic data-driven weather modeling with a stretched-grid
Reference 24
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.
Observation b42aaa9b-b11e-4fde-9deb-3938e65db33e · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Learning structured output representation using deep conditional generative models
Reference 25
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.
Observation 1903dac1-7948-4147-9d81-d9286af39bbf · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting AERIS: Argonne Earth systems model for reliable and skillful predictions
Reference 26
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.
Observation eafc082a-5f1f-4e8b-bf0e-2fd95eea0743 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting To- wards diffusion models for large-scale sea-ice modelling
Reference 27
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.
Observation f0d8a56f-520c-4080-b2a7-37650d18a9ec · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting SwinVRNN: A data-driven ensemble fore- casting model via learned distribution perturbation.Journal of Advances in Modeling Earth Systems, 15(2)
Reference 28
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.
Observation b117bb88-9b21-4420-b0b2-6399533f6d87 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Interaction networks for learning about objects, relations and physics
Reference 29
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.
Observation c400e7f2-c2ae-49f5-8051-1dcb68ef3591 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Learning skillful medium-range global weather forecasting.Science, 382(6677):1416–1421
Reference 30
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.
Observation d523c8e4-a8b0-4781-9d4f-9a47520db1cb · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting AIFS -- ECMWF's data-driven forecasting system
Reference 31
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.
Observation b7548880-c6ba-444a-9baf-7daa0a645a57 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Convolutional conditional neural processes
Reference 32
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.
Observation de228188-65f6-4354-9ddb-d3f9128f7ae6 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting A foundation model for the Earth system.Nature, 641(8065):1180–1187
Reference 33
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.
Observation cf312c7b-21c0-437d-ad89-a74d518574bf · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Unresolved cited work
Reference 34
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.
Observation d47f7c17-26a1-4ee4-a48c-a9454fb8137f · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Training Deep Nets with Sublinear Memory Cost
Reference 35
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.
Observation 9569f338-ac05-4d0c-b814-49fc9793215e · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Regional ocean forecasting with hierarchical graph neural networks
Reference 36
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.
Observation e5dccbe4-21b0-4d35-b0d7-4d6a5f9a0e10 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings
Reference 37
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.
Observation 6c442f4e-c53e-45df-9613-03322c7c0b2d · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting The Copernicus global 1/12 oceanic and sea ice GLORYS12 reanalysis.Frontiers in Earth Science, 9:698876
Reference 38
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.
Observation 1c88de55-13a4-482d-b088-408b05e947a5 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting NEMO ocean engine
Reference 39
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.
Observation dd93fcb4-73e8-4076-b86c-866023330eb9 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting The ERA5 global reanalysis.Quarterly Journal of the Royal Meteorological Society, 146(730):1999–2049
Reference 40
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.
Observation 3deb98f1-e484-4ba8-95d1-18ae911bbc93 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Integrated forecasting system, 2024.https://www.ecmwf.int/en/forecasts/ documentation-and-support/changes-ecmwf-model
Reference 41
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.
Observation 90cfa7bd-afc5-4520-ba71-37cbc2486439 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Copernicus Marine Service Information
Reference 42
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.
Observation 660adb2a-e624-4f23-91c0-84c4b2ff9581 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Graph-based neural weather predic- tion for limited area modeling
Reference 43
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.
Observation fc9249b1-2ba5-4d86-a554-0ce1fd504617 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Unresolved cited work
Reference 44
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.
Observation 1a6d5ad9-a309-46e6-96ba-834d5ec245ef · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Decoupled weight decay regularization
Reference 45
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.
Observation c4c93de5-70e2-44b0-833f-7dbecbafa344 · outbound
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting Magneto-thermoelectric current induced by phonon drag in low-dimensional junctions
Reference 46
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.
No inbound Pith citation observations are available.