Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T12:30:07.284689Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 4 inbound Pith citation observations for arXiv:2502.07532.
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 2026-08-08T12:30:07.284689Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:20:19.759298Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T11:54:38.113464Z
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation cfbc68d2-74ff-4e1c-a7d3-ed2ea2e2c4b1 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Andrade and Ricardo J
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3d2db41b-3bc0-4b61-89cc-6fc397714b9c · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Continuous Ensemble Weather Forecasting with Diffusion models
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72085bc2-8f42-455c-a588-ab824887dd28 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Bauer, A
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 40a57abc-3c5f-46b2-8169-7d4f8c488da7 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion The quiet revolution of numerical weather prediction
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07ec27c8-89af-4c09-9c9d-1ebc53d66054 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Accurate medium-range global weather forecasting with 3d neural networks
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 67d92c69-cda5-4b3c-8265-baee871d7702 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Accurate medium-range global weather forecasting with 3d neural networks
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 527e2703-6c54-4607-98ca-4f490e124f4a · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Spherical F ourier neural operators: Learning stable dynamics on the sphere
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 275b7139-34e1-482f-ad86-415c81fb88ce · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Uncertainty quantification for data-driven weather models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4c34764-7a44-466f-a1b2-5aa4e696df32 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Fuxi: A cascade machine learning forecasting system for 15-day global weather forecast
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2827d219-da12-4011-8c45-00961791899c · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Fundamentals of numerical weather prediction
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 06022a50-36bf-4737-89a3-da6a075a57e8 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5a27d2a-e05c-4757-b0df-0daf5abb51aa · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Why should ensemble spread match the rmse of the ensemble mean? Journal of Hydrometeorology, 15 0 (4): 0 1708--1713, 2014
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cbdd8d8c-2d44-4a27-88bb-61f2235e7561 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Strictly proper scoring rules, prediction, and estimation
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b1698fd-2f8d-4490-8eb5-386bd77a0e1a · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Calibration of large neural weather models
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 22466519-3c7d-4780-9011-0cc2d79aac8b · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Gaussian Error Linear Units (GELUs)
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eccd8f6f-91dc-45a9-8722-ccfe06a54211 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Swinvrnn: A data‐driven ensemble forecasting model via learned distribution perturbation
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ca4ab4a-e56f-4843-8ed3-fa02c853728c · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Climate change 2023: Synthesis report
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9062da3c-f3ce-448f-8399-4c775d78bffa · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Elucidating the design space of diffusion-based generative models
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1c260cea-4d52-4d35-8c42-03867750efee · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Forecasting Global Weather with Graph Neural Networks
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a4253c2-6440-4efd-872e-02682195c4a4 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion o wer, James Lottes, Stephan Rasp, Peter D \
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0a7d4d05-c2b1-43f7-819a-c0cb79502d83 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Learning skillful medium-range global weather forecasting
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b88dac1a-e67b-4fbc-bd8a-539302cb9e2b · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion AIFS -- ECMWF's data-driven forecasting system
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8851452b-c80b-4068-a5a4-c4d1e58df3ce · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Ensemble forecasting
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 40c0681f-9e4a-4f05-a84f-13ebd938a47a · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Decoupled weight decay regularization
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a7945c4-1732-4b55-a28b-b042af6d7269 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Data driven weather forecasts trained and initialised directly from observations
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80200786-d153-4ce8-867f-48eb22c18a6e · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0e8bfaca-e563-4217-b535-4f6f1ff48e3b · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Regional data-driven weather modeling with a global stretched-grid
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a30fda95-330c-4f94-88c0-3ce1400fc205 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c02ef54-a245-4201-a13e-a8b17d46d12c · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Graph-based neural weather prediction for limited area modeling
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b191595b-e36d-453c-a642-945f0670516e · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Probabilistic weather forecasting with hierarchical graph neural networks
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 33872019-4f69-4a3d-a25d-54d1d81ef43b · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d52bbaa-210a-4c09-8648-a221d56b92c5 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 990ef6af-a377-41f3-b31d-e268b12b832f · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Probabilistic weather forecasting with machine learning
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 822e5158-a99e-4071-836f-41dca72dc211 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Weatherbench 2: A benchmark for the next generation of data-driven global weather models, 2023
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4726746a-65e0-4dc2-9623-3a301d21c9da · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion U-net: Convolutional networks for biomedical image segmentation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 68e3991e-5677-4805-b7a2-876fa60cdb65 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Leveraging weather forecasts in renewable energy systems
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation aeedf6ed-8f86-460f-905d-8d603c718bc1 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac52dffb-f12e-4592-94f5-b1d01c3a95f7 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Exploring the design space of deep-learning-based weather forecasting systems
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e444b633-0dde-4209-a72f-9ee10db9916e · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Score-Based Generative Modeling through Stochastic Differential Equations
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cb18b76-f20d-4b90-b6a9-99451b1bc6e4 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Bessa, Jethro Browell, and Pierre Pinson
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation debbb6c4-4475-44af-90bf-497d7338e084 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Clim ODE : Climate forecasting with physics-informed neural ODE s
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7efa937c-7aed-4247-ba0c-4d77236b0d49 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Weyn, Dale R
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f5aca16-d3da-4182-94d3-bd77d34188db · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Whitt and S
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 46582aea-28fc-4b48-a5e0-af278cf5eff2 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Designing inclusive, accessible early warning systems: Good practices and entry points, 2023
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d5f3c2a4-7440-4d55-a7cf-fb43c7f8b97c · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion YingLong-weather: AI-Based Limited Area Models for Forecasting of Non-precipitation Surface Meteorological Variables
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 45fbdd52-00ea-416e-8e5c-26e41ba81915 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Scientific challenges of convective-scale numerical weather prediction
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 26ce630f-7b41-4e6f-8c55-e99f6572c92b · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Estimation of the continuous ranked probability score with limited information and applications to ensemble weather forecasts
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 38550e69-98ee-4959-b710-c5c4ddb22ae3 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion write newline
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fce1da14-ebb6-42d0-ae0b-69308dd66a4d · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Accurate medium-range global weather forecasting with 3d neural networks
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 931ff1ae-bd8e-4b3a-b826-af820ebb65e1 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion @esa (Ref
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68b71761-3f29-45e9-b148-396c90bfb0f1 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86b6fdca-0645-457d-b52d-efb944ec35d1 · outbound
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion Tackling Climate Change with Machine Learning
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5c52e7d5-ae1b-499a-ac81-1f1fe5b2f87a · inbound
A multi-scale loss formulation for learning a probabilistic model with proper score optimisation Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 495858a5-6d6e-46f3-aa39-0042985a2101 · inbound
Accurate Mediterranean Sea forecasting via graph-based deep learning Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cafa6c4-38ea-4a0f-adf4-ebce2f2f583f · inbound
HRRRCast: a data-driven emulator for regional weather forecasting at convection allowing scales Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e769f73-b358-422d-8998-a29733548e10 · inbound
RealBench: Benchmarking Data-Driven Numerical Weather Forecasting Under Operational Conditions and Extreme Event Challenges Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.