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Paper Citation Record · LEDGER

GenCast: Diffusion-based ensemble forecasting for medium-range weather

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 53 inbound Pith citation observations for arXiv:2312.15796.

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pith.paper-citation-record.v1
2312.15796 v2

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measured 53 of 53 standing notices

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measured 53 of 53 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:18:48.022981Z

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

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External citation measurements

62
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Outbound references

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Pith citing papers

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Learning low-dimensional representations of ensemble forecast fields using autoencoder-based methods cites this paper.

Learning low-dimensional representations of ensemble forecast fields using autoencoder-based methods GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 11

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Machine learning for modelling unstructured grid data in computational physics: a review cites this paper.

Machine learning for modelling unstructured grid data in computational physics: a review GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 32

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Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting cites this paper.

Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 29

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Improving the Predictability of the Madden-Julian Oscillation at Subseasonal Scales with Gaussian Process Models cites this paper.

Improving the Predictability of the Madden-Julian Oscillation at Subseasonal Scales with Gaussian Process Models GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 34

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FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems cites this paper.

FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 40

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Hierarchical Implicit Neural Emulators cites this paper.

Hierarchical Implicit Neural Emulators GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 35

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DEF: Diffusion-augmented Ensemble Forecasting cites this paper.

DEF: Diffusion-augmented Ensemble Forecasting GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 5

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A Two-Phase Deep Learning Framework for Adaptive Time-Stepping in High-Speed Flow Modeling cites this paper.

A Two-Phase Deep Learning Framework for Adaptive Time-Stepping in High-Speed Flow Modeling GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 32

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LaDCast: A Latent Diffusion Model for Medium-Range Ensemble Weather Forecasting cites this paper.

LaDCast: A Latent Diffusion Model for Medium-Range Ensemble Weather Forecasting GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 35

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Skillful joint probabilistic weather forecasting from marginals cites this paper.

Skillful joint probabilistic weather forecasting from marginals GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 17

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A multi-scale loss formulation for learning a probabilistic model with proper score optimisation cites this paper.

A multi-scale loss formulation for learning a probabilistic model with proper score optimisation GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 13

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Observation 65476fae-275b-45c7-b1a0-7975d7374cc6 · inbound

The Effect of Stochasticity in Score-Based Diffusion Sampling: a KL Divergence Analysis cites this paper.

The Effect of Stochasticity in Score-Based Diffusion Sampling: a KL Divergence Analysis GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 21

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Fusion of multi-source precipitation records via coordinate-based generative model cites this paper.

Fusion of multi-source precipitation records via coordinate-based generative model GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 32

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Projecting U.S. coastal storm surge risks and impacts with deep learning cites this paper.

Projecting U.S. coastal storm surge risks and impacts with deep learning GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 46

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A Geometry-Aware AI Emulator for the Coupled Whole Atmosphere from Earth Surface to the Ionosphere and Thermosphere cites this paper.

A Geometry-Aware AI Emulator for the Coupled Whole Atmosphere from Earth Surface to the Ionosphere and Thermosphere GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 36

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Arnoldi Singular Vector perturbations for machine learning weather prediction cites this paper.

Arnoldi Singular Vector perturbations for machine learning weather prediction GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 32

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DeepFleet: Multi-Agent Foundation Models for Mobile Robots cites this paper.

DeepFleet: Multi-Agent Foundation Models for Mobile Robots GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 30

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IndiaWeatherBench: A Dataset and Benchmark for Data-Driven Regional Weather Forecasting over India cites this paper.

IndiaWeatherBench: A Dataset and Benchmark for Data-Driven Regional Weather Forecasting over India GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 2

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MoWE : A Mixture of Weather Experts cites this paper.

MoWE : A Mixture of Weather Experts GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 9

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Flow marching for a generative PDE foundation model cites this paper.

Flow marching for a generative PDE foundation model GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 51

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Control-Augmented Autoregressive Diffusion for Data Assimilation cites this paper.

Control-Augmented Autoregressive Diffusion for Data Assimilation GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 12

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CSU-PCAST: A Dual-Branch Transformer Framework for medium-range ensemble Precipitation Forecasting cites this paper.

CSU-PCAST: A Dual-Branch Transformer Framework for medium-range ensemble Precipitation Forecasting GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 12

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When is a System Discoverable from Data? Discovery Requires Chaos cites this paper.

When is a System Discoverable from Data? Discovery Requires Chaos GenCast: Diffusion-based ensemble forecasting for medium-range weather

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HealDA: Highlighting the importance of initial errors in end-to-end AI weather forecasts GenCast: Diffusion-based ensemble forecasting for medium-range weather

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Latent Generative Solvers for Generalizable Long-Term Physics Simulation cites this paper.

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Reference 29

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Downscaling weather forecasts from Low- to High-Resolution with Diffusion Models cites this paper.

Downscaling weather forecasts from Low- to High-Resolution with Diffusion Models GenCast: Diffusion-based ensemble forecasting for medium-range weather

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Flow Learners for PDEs: Toward a Physics-to-Physics Paradigm for Scientific Computing cites this paper.

Flow Learners for PDEs: Toward a Physics-to-Physics Paradigm for Scientific Computing GenCast: Diffusion-based ensemble forecasting for medium-range weather

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Flow Learners for PDEs: Toward a Physics-to-Physics Paradigm for Scientific Computing GenCast: Diffusion-based ensemble forecasting for medium-range weather

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Conflated Inverse Modeling to Generate Diverse and Temperature-Change Inducing Urban Vegetation Patterns cites this paper.

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Reference 30

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Uncertainty-Aware Spatiotemporal Super-Resolution Data Assimilation with Diffusion Models cites this paper.

Uncertainty-Aware Spatiotemporal Super-Resolution Data Assimilation with Diffusion Models GenCast: Diffusion-based ensemble forecasting for medium-range weather

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Extrapolation in Statistical Learning with Extreme Value Theory cites this paper.

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Reference 22

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PODiff: Latent Diffusion in Proper Orthogonal Decomposition Space for Scientific Super-Resolution cites this paper.

PODiff: Latent Diffusion in Proper Orthogonal Decomposition Space for Scientific Super-Resolution GenCast: Diffusion-based ensemble forecasting for medium-range weather

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

Towards accurate extreme event likelihoods from diffusion model climate emulators GenCast: Diffusion-based ensemble forecasting for medium-range weather

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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 GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 99

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arxiv_id, observed 2026-05-11T01:40:50.863109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation f4e1b3d2-3543-4617-9528-5790d14680f8 · inbound

DiffATS: Diffusion in Aligned Tensor Space cites this paper.

DiffATS: Diffusion in Aligned Tensor Space GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 43

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metadata mismatch
arxiv_id, observed 2026-05-12T06:01:26.583640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 79b89a27-0971-4b1f-8537-2adaf70d0b6f · inbound

The physics of AI weather models cites this paper.

The physics of AI weather models GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 37

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verified exact
arxiv_id, observed 2026-05-25T02:25:14.296780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-25T02:20:39.109304Z digest=sha256:d8daa3773dc5f4ec0970fbd1cf2480cb0dd32a23c15dbf9dae8123f2000a48d9

Observation ae2538d2-5db8-4ea8-8402-c6d96c4ba257 · 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 GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 5

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metadata mismatch
arxiv_id, observed 2026-06-30T11:54:38.115257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T11:54:05.680830Z digest=sha256:8bf2ad567fc15d5129fdd01f9c0896e85ab307be84a6abe2fb8215acef6300c2

Observation 668c1ba1-985f-4f08-96ae-e6210562a076 · inbound

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

Towards a Foundation Model for the Martian Atmosphere GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 107

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metadata mismatch
arxiv_id, observed 2026-06-30T19:05:00.817524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T19:01:31.373340Z digest=sha256:45586f5fa7f68421b975430d9b22262a847991d4f41085217b7db73b71ab100b

Observation 46d699e3-4650-4744-944e-e02a8434af9f · inbound

PhysMetrics.Weather: An Evaluation Framework for Physical Consistency in ML Weather Models cites this paper.

PhysMetrics.Weather: An Evaluation Framework for Physical Consistency in ML Weather Models GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 44

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metadata mismatch
arxiv_id, observed 2026-07-03T04:27:37.268708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T13:52:47.249619Z digest=sha256:bb89f38a8667981fe96e98ee93afc947f973bb4ad572d96cd99ae1e6a84e82cc

Observation b7bea44e-53bb-410d-93e7-fc0dea69cd65 · inbound

Pointwise is Pointless? A Multimodal Ablation Study for Precipitation Nowcasting with Graph Neural Networks cites this paper.

Pointwise is Pointless? A Multimodal Ablation Study for Precipitation Nowcasting with Graph Neural Networks GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 106

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metadata mismatch
arxiv_id, observed 2026-06-26T22:20:09.705519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T22:19:42.637804Z digest=sha256:016c15fb9db10f81ec04183fb4ed11d2ab4ec203a65806a0db512df339895618

Observation 1f1add28-30b5-4239-bee9-5f19fc322b26 · inbound

Learning Climate Variability from Scarce Data with Diffusion Models: A Test Case for ENSO cites this paper.

Learning Climate Variability from Scarce Data with Diffusion Models: A Test Case for ENSO GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 53

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verified exact
arxiv_id, observed 2026-06-26T01:58:53.875219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T01:57:23.189455Z digest=sha256:780eb0b32e39302d3ca52bc639a137e85f3cc337ce88fcc389c2a1243eaf56ba

Observation 586cc334-0155-48a3-a22a-f986750e1851 · inbound

Error-Conditioned Neural Solvers cites this paper.

Error-Conditioned Neural Solvers GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-04T13:49:51.600314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T04:54:56.698035Z digest=sha256:dcb9984fc8def842faf41edacb39f1ce73656ad670b9dadace29113af628b091

Observation eb99b17e-91e7-4c14-8fa9-afb48abc18b7 · inbound

Diffusion Fine-tuning with Rewarded Moment Matching Distillation cites this paper.

Diffusion Fine-tuning with Rewarded Moment Matching Distillation GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 8

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verified exact
arxiv_id, observed 2026-06-30T07:14:21.808050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T06:56:00.246628Z digest=sha256:ad9c60887775b59d45e91cfeb02087ab304bb4d720a5e159936694f0eeae0679

Observation a46ab819-fe74-48d6-a367-572912e3379c · inbound

Patch-PODiff-ViT: Structured Latent Diffusion with Patchwise POD for Super-Resolution and Uncertainty Quantification cites this paper.

Patch-PODiff-ViT: Structured Latent Diffusion with Patchwise POD for Super-Resolution and Uncertainty Quantification GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T09:45:39.883840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T06:18:15.562440Z digest=sha256:d2eb6b75c9617fe852c43bbfd07b06ca5f2a410d6a7893835b6c6f3de0ebd651

Observation 5f9ca7ff-e0fb-4334-9357-f96bb122384c · inbound

SNAP-FM: Sparse Nonlinear Accelerated Projection for Physics-Constrained Generative Modeling cites this paper.

SNAP-FM: Sparse Nonlinear Accelerated Projection for Physics-Constrained Generative Modeling GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 21

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verified exact
arxiv_id, observed 2026-07-02T20:07:21.083121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-02T20:00:57.412036Z digest=sha256:445100552cb82f70eecafa75398333183c3633f16fe9a57d52aaca94e54f9696

Observation 88a3abb8-d61e-407a-a364-b0bd22844868 · inbound

Decision-Aware Training for Sample-Based Generative Models cites this paper.

Decision-Aware Training for Sample-Based Generative Models GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T15:27:04.735669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T15:21:24.194078Z digest=sha256:d42039f0be3e3fbad9679f313b340e1485913b134fc2ef0689fc0a6b34087a39

Observation 3b2ca297-3925-4edf-89a6-e702897aae35 · inbound

Less Tokens, Better Forecasts: Sparse Residual Routing for Efficient Weather Prediction cites this paper.

Less Tokens, Better Forecasts: Sparse Residual Routing for Efficient Weather Prediction GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 21

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unresolved
no resolver link, observed 2026-07-12T06:46:52.331932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T06:46:52.331932Z digest=sha256:06779d6cad3c8b6d06d195889ecc04d0fa6477192af58ba8e0ddde164e001964

Observation d97a8ea3-ac42-42b9-a682-f929c48870e4 · 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 GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 28

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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:b2fbd81799da5560ef9806e589f71453080723ca29187666033c8ec37dce45eb

Observation faac227c-09d3-4713-a61f-75c72873ebb3 · inbound

Geospatial Diffusion-based Evolution Synthesis (GeoDES) for Storm-Centered Weather Augmentation cites this paper.

Geospatial Diffusion-based Evolution Synthesis (GeoDES) for Storm-Centered Weather Augmentation GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T12:35:41.650741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T12:35:41.650741Z digest=sha256:1bdcd36463a339c8e7ee39791fe9cc7e56a245040eff5ecfeeece52cdbd27f9e

Observation 0be5f2b8-3a30-4c41-a4d4-41f62aa121f6 · inbound

Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors cites this paper.

Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 38

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unresolved
no resolver link, observed 2026-08-04T00:52:50.840977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:52:50.840977Z digest=sha256:35203af95278e79293a47c7c97193e7868e2ba63f444a6b8145a8ca1e398d802

Observation c67b246b-7e6d-406d-a39e-97ba00d3007a · inbound

Prithvi-Precip: Integrating Satellite Observations into an Atmospheric AI Foundation Model for Precipitation Forecasting cites this paper.

Prithvi-Precip: Integrating Satellite Observations into an Atmospheric AI Foundation Model for Precipitation Forecasting GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 100

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unresolved
no resolver link, observed 2026-08-05T05:02:59.477872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:02:59.477872Z digest=sha256:8424060702eb2382d4cbbe048bd5d99aefdd6839b26b33ab6034d21758345a44

Observation f18b15b7-8b23-412d-88bc-c7750c1086f0 · inbound

Timestep-Conditioned Transformers for Global Weather Forecasting cites this paper.

Timestep-Conditioned Transformers for Global Weather Forecasting GenCast: Diffusion-based ensemble forecasting for medium-range weather

Reference 21

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unresolved
no resolver link, observed 2026-08-07T11:44:12.109716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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