On the Genealogy of Machine Learning Weather Prediction | Paper Citation Record

Observation 2190840a-06b5-4e99-b437-8f8b080b73eb · outbound

This paper cites Vivit: A video vision transformer.

On the Genealogy of Machine Learning Weather Prediction Vivit: A video vision transformer

Reference 1

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Observation 8300a646-5805-4b11-aba0-a4ad419e8022 · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

On the Genealogy of Machine Learning Weather Prediction An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 2

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Observation 6d16f96f-bab0-4711-98da-dc067e9f3577 · outbound

This paper cites A regional high resolution ai weather model for the prediction of atmospheric rivers and extreme precipitation.npj Climate and Atmospheric Science, 8(1):385, 2025.

On the Genealogy of Machine Learning Weather Prediction A regional high resolution ai weather model for the prediction of atmospheric rivers and extreme precipitation.npj Climate and Atmospheric Science, 8(1):385, 2025

Reference 3

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Observation 565ebec6-a380-458b-a1e3-5efb74cbd7b1 · outbound

This paper cites Atmospheric transport modeling of co2 with neural networks.Journal of Advances in Modeling Earth Systems, 17(2):e2024MS004655, 2025.

On the Genealogy of Machine Learning Weather Prediction Atmospheric transport modeling of co2 with neural networks.Journal of Advances in Modeling Earth Systems, 17(2):e2024MS004655, 2025

Reference 4

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Observation b0341f16-879d-4ccf-942f-8e4adfe2d553 · outbound

This paper cites Is space-time attention all you need for video understanding? InInternational Conference on Machine Learning (ICML), 2021.

On the Genealogy of Machine Learning Weather Prediction Is space-time attention all you need for video understanding? InInternational Conference on Machine Learning (ICML), 2021

Reference 5

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Observation 594ce5a1-92d4-45ff-8e33-0052ddfd61b7 · outbound

This paper cites Accurate medium-range global weather forecasting with 3d neural networks.Nature, 619(7970):533– 538, 2023.

On the Genealogy of Machine Learning Weather Prediction Accurate medium-range global weather forecasting with 3d neural networks.Nature, 619(7970):533– 538, 2023

Reference 6

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Observation 82d63879-9b44-40f0-adba-68156bb6944e · outbound

This paper cites Spherical Fourier neural operators: Learning stable dynamics on the sphere.

On the Genealogy of Machine Learning Weather Prediction Spherical Fourier neural operators: Learning stable dynamics on the sphere

Reference 7

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Observation 3c8e577d-8ff0-4257-a2c3-d94652daf55d · outbound

This paper cites Springer, 2008.

On the Genealogy of Machine Learning Weather Prediction Springer, 2008

Reference 8

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Observation 02d59d23-3dae-44a3-b370-53c76b00ed7a · outbound

This paper cites Fuxi: A cascade machine learning forecasting system for 15-day global weather forecast.npj climate and atmospheric science, 6(1):190, 2023.

On the Genealogy of Machine Learning Weather Prediction Fuxi: A cascade machine learning forecasting system for 15-day global weather forecast.npj climate and atmospheric science, 6(1):190, 2023

Reference 9

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Observation 5b559b78-d685-4504-8fc0-42c122684267 · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

On the Genealogy of Machine Learning Weather Prediction Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 10

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Observation fb451cc0-923c-4357-87ab-b98f3bfe6417 · outbound

This paper cites Impact of model structure and dynamics, version 2.

On the Genealogy of Machine Learning Weather Prediction Impact of model structure and dynamics, version 2

Reference 11

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Observation bb8ce43c-4f5d-43fb-817b-794989311e0c · outbound

This paper cites Challenges and design choices for global weather and climate models based on machine learning.Geoscientific Model Development, 11(10):3999–4009, 2018.

On the Genealogy of Machine Learning Weather Prediction Challenges and design choices for global weather and climate models based on machine learning.Geoscientific Model Development, 11(10):3999–4009, 2018

Reference 12

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Observation 1e5297e8-4c01-4baa-98db-1703a5c9071c · outbound

This paper cites an unresolved cited work.

On the Genealogy of Machine Learning Weather Prediction Unresolved cited work

Reference 13

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Observation cf564491-006f-4b58-b871-9ae96858374f · outbound

This paper cites Interactive atmospheric composition emulation for next- generation earth system models.arXiv preprint arXiv:2510.10654, 2025.

On the Genealogy of Machine Learning Weather Prediction Interactive atmospheric composition emulation for next- generation earth system models.arXiv preprint arXiv:2510.10654, 2025

Reference 14

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Observation 013a03e9-297a-4e24-9e53-5ad0363fa137 · outbound

This paper cites Prolongation of smap to spatiotem- porally seamless coverage of continental us using a deep learning neural network.Geophysical Research Letters, 44(21):11–030, 2017.

On the Genealogy of Machine Learning Weather Prediction Prolongation of smap to spatiotem- porally seamless coverage of continental us using a deep learning neural network.Geophysical Research Letters, 44(21):11–030, 2017

Reference 15

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Observation 07243558-8162-4a41-85ee-6e55c89c1084 · outbound

This paper cites Simvp: Simpler yet better video prediction.

On the Genealogy of Machine Learning Weather Prediction Simvp: Simpler yet better video prediction

Reference 16

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Observation ec11045e-5b9c-45ca-b45d-156c132490db · outbound

This paper cites Lucie: A lightweight uncoupled climate emulator with long-term stability and physical consistency.

On the Genealogy of Machine Learning Weather Prediction Lucie: A lightweight uncoupled climate emulator with long-term stability and physical consistency

Reference 17

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Observation 396528b4-ef40-4929-9cf8-7f0b83e1fb4e · outbound

This paper cites Disentangling physical dynamics from unknown factors for unsupervised video prediction.

On the Genealogy of Machine Learning Weather Prediction Disentangling physical dynamics from unknown factors for unsupervised video prediction

Reference 18

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Observation 19f64287-f09b-43b2-a898-af03473c1dcb · outbound

This paper cites Long short-term memory.Neural computation, 9 (8):1735–1780, 1997.

On the Genealogy of Machine Learning Weather Prediction Long short-term memory.Neural computation, 9 (8):1735–1780, 1997

Reference 19

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Observation 213b8dbb-c2c7-4240-a407-84387a635f22 · outbound

This paper cites Cambridge uni- versity press, 2003.

On the Genealogy of Machine Learning Weather Prediction Cambridge uni- versity press, 2003

Reference 20

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Observation abbec221-f37f-4983-958a-87f4dfaeb9a2 · outbound

This paper cites Forecasting Global Weather with Graph Neural Networks.

On the Genealogy of Machine Learning Weather Prediction Forecasting Global Weather with Graph Neural Networks

Reference 21

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Observation 050aac06-7c4d-4c06-9d76-b79e43d350c6 · outbound

This paper cites Rainfall–runoff modelling using long short-term memory (lstm) networks.Hydrology and Earth System Sciences, 22(11):6005–6022, 2018.

On the Genealogy of Machine Learning Weather Prediction Rainfall–runoff modelling using long short-term memory (lstm) networks.Hydrology and Earth System Sciences, 22(11):6005–6022, 2018

Reference 22

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Observation 19c68a5a-bd32-4e85-8f4e-0c9e177012d5 · outbound

This paper cites Recent advances in wavelet analyses: Part 2—amazon, parana, orinoco and congo discharges time scale variability.Journal of Hydrology, 314(1-4):289–311, 2005.

On the Genealogy of Machine Learning Weather Prediction Recent advances in wavelet analyses: Part 2—amazon, parana, orinoco and congo discharges time scale variability.Journal of Hydrology, 314(1-4):289–311, 2005

Reference 23

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Observation ed654b53-0477-4069-8b6c-6465f7fdd6a4 · outbound

This paper cites Learning skillful medium-range global weather forecasting.Science, 382(6677):1416–1421, 2023.

On the Genealogy of Machine Learning Weather Prediction Learning skillful medium-range global weather forecasting.Science, 382(6677):1416–1421, 2023

Reference 24

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

This paper cites AIFS -- ECMWF's data-driven forecasting system.

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

Reference 25

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Observation b3ca3cdd-2e94-459e-ac64-dbee6a68adce · outbound

This paper cites Self-attention convlstm for spatiotemporal prediction.

On the Genealogy of Machine Learning Weather Prediction Self-attention convlstm for spatiotemporal prediction

Reference 26

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Observation c835051b-0c57-4f77-9449-ddc28d9e3e3c · outbound

This paper cites The origins of computer weather prediction and climate modeling.Journal of computational physics, 227(7):3431–3444, 2008.

On the Genealogy of Machine Learning Weather Prediction The origins of computer weather prediction and climate modeling.Journal of computational physics, 227(7):3431–3444, 2008

Reference 27

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Observation 783ae364-73e2-4f8c-9f7d-6f331ee85dba · outbound

This paper cites ClimaX: A foundation model for weather and climate.

On the Genealogy of Machine Learning Weather Prediction ClimaX: A foundation model for weather and climate

Reference 28

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Observation 40aa7ba1-c0d1-45bd-b060-fc0e947e8c4f · outbound

This paper cites Regional data-driven weather modeling with a global stretched grid.Artificial Intelligence for the Earth Systems, 5(2):250001, 2026.

On the Genealogy of Machine Learning Weather Prediction Regional data-driven weather modeling with a global stretched grid.Artificial Intelligence for the Earth Systems, 5(2):250001, 2026

Reference 29

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Observation 11f5edb2-868c-4137-a0f9-214b75855a96 · outbound

This paper cites FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators.

On the Genealogy of Machine Learning Weather Prediction FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators

Reference 30

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Observation 94d3b048-bfb0-40df-be55-6ef0a7890244 · outbound

This paper cites Skilful precip- itation nowcasting using deep generative models of radar.Nature, 597(7878):672–677, 2021.

On the Genealogy of Machine Learning Weather Prediction Skilful precip- itation nowcasting using deep generative models of radar.Nature, 597(7878):672–677, 2021

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Observation 6615ea62-79ab-4619-baab-4381db8328c2 · outbound

This paper cites Toward data-driven weather and climate forecasting: Approximating a simple general circulation model with deep learning.Geophysical Research Letters, 45(22):12–616, 2018.

On the Genealogy of Machine Learning Weather Prediction Toward data-driven weather and climate forecasting: Approximating a simple general circulation model with deep learning.Geophysical Research Letters, 45(22):12–616, 2018

Reference 32

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Observation 3c8bc7b7-f997-40f7-9f51-42cc9988023e · outbound

This paper cites Convolutional lstm network: A machine learning approach for precipitation nowcasting.

On the Genealogy of Machine Learning Weather Prediction Convolutional lstm network: A machine learning approach for precipitation nowcasting

Reference 33

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Observation 00c13225-a8e1-4a08-9184-97b5b1d07d52 · outbound

This paper cites Deep learning for precipitation nowcasting: A benchmark and a new model.

On the Genealogy of Machine Learning Weather Prediction Deep learning for precipitation nowcasting: A benchmark and a new model

Reference 34

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Observation 663f6704-8ad2-4f14-adac-76d358a05dcf · outbound

This paper cites Short-term and long-term streamflow forecasting using a wavelet and neuro-fuzzy conjunction model.Journal of Hydrology, 394(3-4):486–493, 2010.

On the Genealogy of Machine Learning Weather Prediction Short-term and long-term streamflow forecasting using a wavelet and neuro-fuzzy conjunction model.Journal of Hydrology, 394(3-4):486–493, 2010

Reference 35

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This paper cites Openstl: A comprehensive benchmark of spatio-temporal predictive learning.

On the Genealogy of Machine Learning Weather Prediction Openstl: A comprehensive benchmark of spatio-temporal predictive learning

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Observation 00d2af00-5acd-4253-b70a-6a600f53b966 · outbound

This paper cites Learning spatiotemporal features with 3D convolutional networks.

On the Genealogy of Machine Learning Weather Prediction Learning spatiotemporal features with 3D convolutional networks

Reference 37

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Observation c890359c-8b62-4c53-8ae0-a190989d74eb · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

On the Genealogy of Machine Learning Weather Prediction WaveNet: A Generative Model for Raw Audio

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Observation 3feb70ab-3cdf-4abd-a26c-45790fc685ef · outbound

This paper cites Attention is all you need.Advances in neural information processing systems, 30, 2017.

On the Genealogy of Machine Learning Weather Prediction Attention is all you need.Advances in neural information processing systems, 30, 2017

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Observation bd6d2241-8a64-4c29-a058-40f3edcaf141 · outbound

This paper cites PredRNN: Recurrent neural networks for predictive learning using spatiotemporal lstms.Advances in neural information processing systems, 30, 2017.

On the Genealogy of Machine Learning Weather Prediction PredRNN: Recurrent neural networks for predictive learning using spatiotemporal lstms.Advances in neural information processing systems, 30, 2017

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Observation c58c42f4-8c2d-4576-9da7-2dc8e16ff48d · outbound

This paper cites PredRNN++: Towards a resolution of the deep-in-time dilemma in spatiotemporal predictive learning.

On the Genealogy of Machine Learning Weather Prediction PredRNN++: Towards a resolution of the deep-in-time dilemma in spatiotemporal predictive learning

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Observation 8f5e4aab-2ad1-4633-9829-6d125599fbb2 · outbound

This paper cites Memory in memory: A predictive neural network for learning higher-order non-stationarity from spatiotemporal dynamics.

On the Genealogy of Machine Learning Weather Prediction Memory in memory: A predictive neural network for learning higher-order non-stationarity from spatiotemporal dynamics

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Observation 2ee8b876-c67e-407a-a116-addecf247c9b · outbound

This paper cites Machine learning for weather and climate are worlds apart.Philo- sophical transactions.

On the Genealogy of Machine Learning Weather Prediction Machine learning for weather and climate are worlds apart.Philo- sophical transactions

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Observation e1ece126-147c-43bd-970d-3bf4e604d716 · outbound

This paper cites Climatebench v1.

On the Genealogy of Machine Learning Weather Prediction Climatebench v1

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Observation b7756e78-cf3c-4603-8d93-79b24c539278 · outbound

This paper cites ACE: A fast, skillful learned global atmospheric model for climate prediction.

On the Genealogy of Machine Learning Weather Prediction ACE: A fast, skillful learned global atmospheric model for climate prediction

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Observation 44ae9e1b-5823-4d29-97b1-6ea56596a000 · outbound

This paper cites Can machines learn to predict weather? using deep learning to predict gridded 500-hpa geopotential height from historical weather data.

On the Genealogy of Machine Learning Weather Prediction Can machines learn to predict weather? using deep learning to predict gridded 500-hpa geopotential height from historical weather data

Reference 46

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Observation d044e377-89bf-472c-9031-528416af0cd7 · outbound

This paper cites Improving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere.Journal of Advances in Modeling Earth Systems, 12(9):e2020MS002109, 2020.

On the Genealogy of Machine Learning Weather Prediction Improving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere.Journal of Advances in Modeling Earth Systems, 12(9):e2020MS002109, 2020

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Observation 4a376123-3a64-4cb0-9375-21e3e2aaa90f · outbound

This paper cites Deep learning for spatiotemporal forecasting in earth system science: a review.International Journal of Digital Earth, 17(1):2391952, 2024.

On the Genealogy of Machine Learning Weather Prediction Deep learning for spatiotemporal forecasting in earth system science: a review.International Journal of Digital Earth, 17(1):2391952, 2024

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Observation 572351e4-7cf2-441c-abf3-10f497cc70aa · outbound

This paper cites Efficient and information-preserving future frame prediction and beyond.

On the Genealogy of Machine Learning Weather Prediction Efficient and information-preserving future frame prediction and beyond

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Observation f326fec6-0f0e-4994-84be-40002e62282a · outbound

This paper cites CNN encoder + temporal Transformer.

On the Genealogy of Machine Learning Weather Prediction CNN encoder + temporal Transformer

Reference 50

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