Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching | Paper Citation Record

Observation bf93e8ac-b02a-4cc6-a206-5c776a7ff692 · outbound

This paper cites Toward unification of the multiscale modeling of the atmosphere.Atmospheric Chemistry and Physics, 11(8):3731–3742, 2011.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Toward unification of the multiscale modeling of the atmosphere.Atmospheric Chemistry and Physics, 11(8):3731–3742, 2011

Reference 1

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Observation 8896efd4-8bb9-4b3a-9fc4-c263054fc8c0 · outbound

This paper cites Springer Science & Business Media, 2003.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Springer Science & Business Media, 2003

Reference 2

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Observation 08efbea0-fe80-4c2a-9884-ee3c826ed306 · outbound

This paper cites Multiscale cloud system modeling.Reviews of Geophysics, 47(4), 2009.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Multiscale cloud system modeling.Reviews of Geophysics, 47(4), 2009

Reference 3

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Observation a735467b-5850-46b2-8834-3b60eab71c87 · outbound

This paper cites Satellite data assimilation in numerical weather prediction: An overview.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Satellite data assimilation in numerical weather prediction: An overview

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Observation 9c3da922-e061-4c84-9760-022d06c245d3 · outbound

This paper cites Observing-system experiments in the ecmwf 4d-var data assimilation system.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Observing-system experiments in the ecmwf 4d-var data assimilation system

Reference 5

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Observation 60615260-c0ea-474d-bc26-6067536953fc · outbound

This paper cites A bayesian tutorial for data assimilation.Physica D: Nonlinear Phenomena, 230(1-2):1–16, 2007.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching A bayesian tutorial for data assimilation.Physica D: Nonlinear Phenomena, 230(1-2):1–16, 2007

Reference 6

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Observation 041508e1-2aa6-421a-8727-bf64f5c0b039 · outbound

This paper cites Evaluating data assimilation algorithms.Monthly weather review, 140(11):3757–3782, 2012.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Evaluating data assimilation algorithms.Monthly weather review, 140(11):3757–3782, 2012

Reference 7

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Observation f548b00c-ed39-493e-8437-b31f62aeeace · outbound

This paper cites The era5 global reanalysis.Quarterly journal of the royal meteorological society, 146(730):1999–2049, 2020.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching The era5 global reanalysis.Quarterly journal of the royal meteorological society, 146(730):1999–2049, 2020

Reference 8

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Observation 83c2273f-12f1-4231-b2cc-6add1309c5f0 · outbound

This paper cites World Scientific, 2014.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching World Scientific, 2014

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Observation c81e8e4f-ac12-4644-927e-ab74cd68625f · outbound

This paper cites Data assimilation and its applications.Proceedings of the National Academy of Sciences, 97(21):11143–11144, 2000.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Data assimilation and its applications.Proceedings of the National Academy of Sciences, 97(21):11143–11144, 2000

Reference 10

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Observation e83d361a-462c-4fe4-97d9-e8073115433d · outbound

This paper cites Data assimilation methods in the earth sciences.Advances in water resources, 31(11):1411–1418, 2008.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Data assimilation methods in the earth sciences.Advances in water resources, 31(11):1411–1418, 2008

Reference 11

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Observation 121eb791-6936-4c6c-8f00-5382438f0022 · outbound

This paper cites Learning deep generative models.Annual Review of Statistics and Its Application, 2(1):361–385, 2015.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Learning deep generative models.Annual Review of Statistics and Its Application, 2(1):361–385, 2015

Reference 12

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Observation 6a9accd2-9bb2-4990-94cc-f8527bb5966b · outbound

This paper cites Generative learning for forecasting the dynamics of high-dimensional complex systems.Nature Communications, 15(1):8904, 2024.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Generative learning for forecasting the dynamics of high-dimensional complex systems.Nature Communications, 15(1):8904, 2024

Reference 13

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Observation 8d295466-0cf9-43db-af34-e9b2ed5b0c45 · outbound

This paper cites Probabilistic weather forecasting with machine learning.Nature, 637(8044):84–90, 2025.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Probabilistic weather forecasting with machine learning.Nature, 637(8044):84–90, 2025

Reference 14

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Observation 164f4c37-90b2-4c34-9de3-f8c662d1f836 · outbound

This paper cites Maximum likelihood training of score-based diffusion models.Advances in neural information processing systems, 34:1415–1428, 2021.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Maximum likelihood training of score-based diffusion models.Advances in neural information processing systems, 34:1415–1428, 2021

Reference 15

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Observation 4200731f-f78e-49e7-805e-3bc71eca00cb · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Score-Based Generative Modeling through Stochastic Differential Equations

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Observation 30d0e2ef-21c4-487a-9842-90411a3147ea · outbound

This paper cites Elucidating the design space of diffusion-based generative models.Advances in neural information processing systems, 35:26565–26577, 2022.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Elucidating the design space of diffusion-based generative models.Advances in neural information processing systems, 35:26565–26577, 2022

Reference 17

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Observation c9918ba3-ce81-4c39-b114-8bb717be06c4 · outbound

This paper cites Flow Matching for Generative Modeling.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Flow Matching for Generative Modeling

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Observation 67d907b2-97ef-4ab9-89ac-cd2a2431e800 · outbound

This paper cites Scaling rectified flow transformers for high-resolution image synthesis.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Scaling rectified flow transformers for high-resolution image synthesis

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Observation 377f2a29-399a-4fe6-9e9a-ab7b7ed5e2bd · outbound

This paper cites Diffusion models as plug-and-play priors.Advances in Neural Information Processing Systems, 35:14715–14728, 2022.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Diffusion models as plug-and-play priors.Advances in Neural Information Processing Systems, 35:14715–14728, 2022

Reference 20

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Observation 250f8aa9-edd0-463f-bf4d-e7e463f16b10 · outbound

This paper cites Diffusion Posterior Sampling for General Noisy Inverse Problems.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Diffusion Posterior Sampling for General Noisy Inverse Problems

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Observation df1ca2eb-22f2-47c9-bd04-c81c52c3124f · outbound

This paper cites Multimodal atmospheric super-resolution with deep generative models.Machine Learning: Earth, 2(1):015001, 2026.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Multimodal atmospheric super-resolution with deep generative models.Machine Learning: Earth, 2(1):015001, 2026

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Observation b427cf66-3290-4667-9a7b-ac27349ad65c · outbound

This paper cites Simplifying, stabilizing and scaling continuous-time consistency models.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Simplifying, stabilizing and scaling continuous-time consistency models

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Observation 61572849-b544-455d-9ad8-101ff87f2c95 · outbound

This paper cites Scalable diffusion models with transformers.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Scalable diffusion models with transformers

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Observation 972be2bb-3377-47d2-8fc2-0a64735da082 · outbound

This paper cites Overview of the integrated global radiosonde archive.Journal of Climate, 19(1):53–68, 2006.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Overview of the integrated global radiosonde archive.Journal of Climate, 19(1):53–68, 2006

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Observation 6b1dc16e-fb85-48e4-bcd0-a87b6ae23d5a · outbound

This paper cites The integrated surface database: Recent developments and partnerships.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching The integrated surface database: Recent developments and partnerships

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Observation 5dbf0c90-f049-4396-907f-18537a142959 · outbound

This paper cites Icoads release 3.0: a major update to the historical marine climate record.International Journal of Climatology, 37(5):2211–2232, 2017.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Icoads release 3.0: a major update to the historical marine climate record.International Journal of Climatology, 37(5):2211–2232, 2017

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Observation f89ac30c-63f0-4ca0-be5d-a1c82df0a8c4 · outbound

This paper cites GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations

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Observation 3d20d404-ea66-4ab4-bbd9-ce923de6c063 · outbound

This paper cites Super-resolution reconstruction of turbulent flows with machine learning.Journal of Fluid Mechanics, 870:106–120, 2019.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Super-resolution reconstruction of turbulent flows with machine learning.Journal of Fluid Mechanics, 870:106–120, 2019

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Observation c8d0d469-d0ba-4551-b372-c0fda2ee2a06 · outbound

This paper cites Super-resolution and denoising of 4d-flow mri using physics-informed deep neural nets.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Super-resolution and denoising of 4d-flow mri using physics-informed deep neural nets

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Observation 8c88c211-3a87-47fc-ac15-ed90901d8b6e · outbound

This paper cites Physics-Informed CNNs for Super-Resolution of Sparse Observations on Dynamical Systems.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Physics-Informed CNNs for Super-Resolution of Sparse Observations on Dynamical Systems

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Observation 72496276-8301-4ce9-82ba-76b8716ee8b1 · outbound

This paper cites Super-resolution analysis via machine learning: a survey for fluid flows.Theoretical and Computational Fluid Dynamics, 37(4):421–444, 2023.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Super-resolution analysis via machine learning: a survey for fluid flows.Theoretical and Computational Fluid Dynamics, 37(4):421–444, 2023

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Observation 08b75738-6db9-4c96-ae9f-490b043ba723 · outbound

This paper cites Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels.Physics of Fluids, 33(7), 2021.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels.Physics of Fluids, 33(7), 2021

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Observation f69037f5-ef84-46b7-9dbd-480b53d8b272 · outbound

This paper cites Physr: Physics-informed deep super-resolution for spatiotemporal data.Journal of Computational Physics, 492:112438, 2023.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Physr: Physics-informed deep super-resolution for spatiotemporal data.Journal of Computational Physics, 492:112438, 2023

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Observation 14241a51-e774-4a86-88dd-c2aa7a4f171e · outbound

This paper cites Single-snapshot machine learning for super-resolution of turbulence.Journal of Fluid Mechanics, 1001:A32, 2024.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Single-snapshot machine learning for super-resolution of turbulence.Journal of Fluid Mechanics, 1001:A32, 2024

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Observation 3724e6ad-7aaa-4ea3-a824-edf19c554a89 · outbound

This paper cites Mesh-based super-resolution of fluid flows with multiscale graph neural networks.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Mesh-based super-resolution of fluid flows with multiscale graph neural networks

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Observation 453eae81-5e17-4f0d-9815-8044a0c26b79 · outbound

This paper cites Global field reconstruction from sparse sensors with voronoi tessellation-assisted deep learning.Nature Machine Intelligence, 3(11):945–951, 2021.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Global field reconstruction from sparse sensors with voronoi tessellation-assisted deep learning.Nature Machine Intelligence, 3(11):945–951, 2021

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Observation f076c575-3ecc-44dd-873f-61fa069a6c22 · outbound

This paper cites Probabilistic neural networks for fluid flow surrogate modeling and data recovery.Physical Review Fluids, 5(10):104401, 2020.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Probabilistic neural networks for fluid flow surrogate modeling and data recovery.Physical Review Fluids, 5(10):104401, 2020

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Observation 39690cb6-ae27-448f-867c-7d71de5fb7ff · outbound

This paper cites Quantifying uncertainty for deep learning based forecasting and flow-reconstruction using neural architecture search ensembles.Physica D: Nonlinear Phenomena, 454:133852, 2023.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Quantifying uncertainty for deep learning based forecasting and flow-reconstruction using neural architecture search ensembles.Physica D: Nonlinear Phenomena, 454:133852, 2023

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Observation 0ed67838-a923-490f-9218-88d19baad811 · outbound

This paper cites Averaging Weights Leads to Wider Optima and Better Generalization.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Averaging Weights Leads to Wider Optima and Better Generalization

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Observation 856365de-bfc2-4c21-995b-049b2139b94c · outbound

This paper cites Assessments of epistemic uncertainty using gaussian stochastic weight averaging for fluid-flow regression.Physica D: Nonlinear Phenomena, 440:133454, 2022.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Assessments of epistemic uncertainty using gaussian stochastic weight averaging for fluid-flow regression.Physica D: Nonlinear Phenomena, 440:133454, 2022

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Observation 4a94ce85-4f45-4344-8072-8549c7c79c0d · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Deep unsupervised learning using nonequilibrium thermodynamics

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Observation fcebf132-3b4a-48ce-8001-47cf61d4ce6c · outbound

This paper cites Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020

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Observation 86d4d739-1610-47e5-94a2-308e01cf70ba · outbound

This paper cites Generative modeling by estimating gradients of the data distribution.Advances in neural information processing systems, 32, 2019.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Generative modeling by estimating gradients of the data distribution.Advances in neural information processing systems, 32, 2019

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Observation dff1cc9a-9eb1-4f61-a73c-ec86773b4f41 · outbound

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Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Estimation of non-normalized statistical models by score matching.Journal of Machine Learning Research, 6(4), 2005

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Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.647368Z

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Observation a159a39d-02f0-4119-af94-47804a9db569 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

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Observation 40f35f20-7503-46be-b9f8-b2a3e996e457 · outbound

This paper cites Stochastic interpolants: A unifying framework for flows and diffusions.Journal of Machine Learning Research, 26(209):1–80, 2025.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Stochastic interpolants: A unifying framework for flows and diffusions.Journal of Machine Learning Research, 26(209):1–80, 2025

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Observation a77ddcc1-1055-48fd-83e0-7ea8a9348d14 · outbound

This paper cites Pseudoinverse-guided diffusion models for inverse problems.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Pseudoinverse-guided diffusion models for inverse problems

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Observation 6a66658e-da84-446c-bde6-185dca19767d · outbound

This paper cites Denoising diffusion restoration models.Advances in neural information processing systems, 35:23593–23606, 2022.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Denoising diffusion restoration models.Advances in neural information processing systems, 35:23593–23606, 2022

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Observation b08d37e0-e47e-43cd-9538-bd252f3b211f · outbound

This paper cites Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

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Observation bff239b7-3148-44e7-a1f1-c1717a665ee4 · outbound

This paper cites A variational perspective on solving inverse problems with diffusion models.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching A variational perspective on solving inverse problems with diffusion models

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Observation cb28cb6c-e84b-4d6c-8588-095d4d19c972 · outbound

This paper cites Denoising diffusion models for plug-and-play image restoration.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Denoising diffusion models for plug-and-play image restoration

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.673595Z

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Observation 04b84567-501b-4d3c-b868-2cbe292749a3 · outbound

This paper cites Principled probabilistic imaging using diffusion models as plug-and-play priors.Advances in Neural Information Processing Systems, 37:118389–118427, 2024.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Principled probabilistic imaging using diffusion models as plug-and-play priors.Advances in Neural Information Processing Systems, 37:118389–118427, 2024

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.677351Z

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Observation 5cfd2699-37b3-458e-9bee-cda3672a6a0a · outbound

This paper cites Improving diffusion inverse problem solving with decoupled noise annealing.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Improving diffusion inverse problem solving with decoupled noise annealing

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.681085Z

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Observation fbe87361-2648-4d93-99a5-9a09379813a3 · outbound

This paper cites Solving linear inverse problems provably via posterior sampling with latent diffusion models.Advances in Neural Information Processing Systems, 36:49960–49990, 2023.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Solving linear inverse problems provably via posterior sampling with latent diffusion models.Advances in Neural Information Processing Systems, 36:49960–49990, 2023

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.684684Z

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Observation fda8e822-565a-4876-868f-f64747b48083 · outbound

This paper cites Solving inverse problems with latent diffusion models via hard data consistency.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Solving inverse problems with latent diffusion models via hard data consistency

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.688141Z

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Observation 514f45db-b2e2-4fe4-81c2-a0fb5bac8c49 · outbound

This paper cites Inversebench: Benchmarking plug-and-play diffusion priors for inverse problems in physical sciences.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Inversebench: Benchmarking plug-and-play diffusion priors for inverse problems in physical sciences

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.692181Z

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Observation 8945d08d-180c-4240-9a48-9ee6c726b8a0 · outbound

This paper cites Residual corrective diffusion modeling for km-scale atmospheric downscaling.Communications Earth & Environment, 6(1):124, 2025.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Residual corrective diffusion modeling for km-scale atmospheric downscaling.Communications Earth & Environment, 6(1):124, 2025

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.695908Z

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Observation db3b32b2-a86f-4838-a264-33f83005cb66 · outbound

This paper cites Precipitation downscaling with spatiotemporal video diffusion.Advances in Neural Information Processing Systems, 37:56374–56400, 2024.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Precipitation downscaling with spatiotemporal video diffusion.Advances in Neural Information Processing Systems, 37:56374–56400, 2024

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.699910Z

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Observation 681cf1fb-2f96-4099-85dd-1fc3b566ad3a · outbound

This paper cites Generative Diffusion-based Downscaling for Climate.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Generative Diffusion-based Downscaling for Climate

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.703664Z

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Observation 0e3dbdb7-93c6-4c3d-a03b-14bae98f76d9 · outbound

This paper cites Generative emulation of weather forecast ensembles with diffusion models.Science Advances, 10(13):eadk4489, 2024.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Generative emulation of weather forecast ensembles with diffusion models.Science Advances, 10(13):eadk4489, 2024

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.707540Z

Source-reported events for the cited work

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Observation ae89baed-2658-4ee1-b848-b1bbf102ac8e · outbound

This paper cites Continuous ensemble weather forecasting with diffusion models.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Continuous ensemble weather forecasting with diffusion models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.711080Z

Source-reported events for the cited work

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Observation 8b505ccc-40dd-4a0e-b9a1-b200083d49a4 · outbound

This paper cites DiffDA: a Diffusion Model for Weather-scale Data Assimilation.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching DiffDA: a Diffusion Model for Weather-scale Data Assimilation

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.714528Z

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Observation e57f5959-6ccb-45f3-8ab6-837991c62a33 · outbound

This paper cites Generative data assimilation of sparse weather station observations at kilometer scales.Journal of Advances in Modeling Earth Systems, 17(10):e2024MS004505, 2025.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Generative data assimilation of sparse weather station observations at kilometer scales.Journal of Advances in Modeling Earth Systems, 17(10):e2024MS004505, 2025

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:55:42.422351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a34c0438-68bb-41cc-b332-20a85b28788f · outbound

This paper cites Generative assimilation and prediction for weather and climate.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Generative assimilation and prediction for weather and climate

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.722214Z

Source-reported events for the cited work

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Observation cc4c2ed9-4274-40e6-827d-b882d8f22fec · outbound

This paper cites Deep generative data assimilation in multimodal setting.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Deep generative data assimilation in multimodal setting

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.726207Z

Source-reported events for the cited work

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Observation 82565dcb-faf1-4636-978a-eae3fcdf0585 · outbound

This paper cites PhyDA: Physics-Guided Diffusion Models for Data Assimilation in Atmospheric Systems.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching PhyDA: Physics-Guided Diffusion Models for Data Assimilation in Atmospheric Systems

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.729854Z

Source-reported events for the cited work

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Observation 3d2f7248-73ff-40a5-aaf5-5e1ccc4dddc9 · outbound

This paper cites A score-based filter for nonlinear data assimilation.Journal of Computational Physics, 514:113207, 2024.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching A score-based filter for nonlinear data assimilation.Journal of Computational Physics, 514:113207, 2024

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.733701Z

Source-reported events for the cited work

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Observation 3728612c-5f40-47a0-a0b0-f3e40cd4c202 · outbound

This paper cites Ensemble score filter with image inpainting for data assimilation in tracking surface quasi-geostrophic dynamics with partial observations.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Ensemble score filter with image inpainting for data assimilation in tracking surface quasi-geostrophic dynamics with partial observations

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.737309Z

Source-reported events for the cited work

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Observation 15e4ddd8-cb34-4159-80c8-79278c0d5d79 · outbound

This paper cites STeP: A Framework for Solving Scientific Video Inverse Problems with Spatiotemporal Diffusion Priors.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching STeP: A Framework for Solving Scientific Video Inverse Problems with Spatiotemporal Diffusion Priors

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.741360Z

Source-reported events for the cited work

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Observation d3c37e3a-c726-47b6-8c73-50b465a1dfd1 · outbound

This paper cites Appa: Bending weather dynamics with latent diffusion models for global data assimilation.arXiv preprint arXiv:2504.18720, 2025.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Appa: Bending weather dynamics with latent diffusion models for global data assimilation.arXiv preprint arXiv:2504.18720, 2025

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.745123Z

Source-reported events for the cited work

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Observation 738a5eb3-9e02-4a61-8137-3a88214fedef · outbound

This paper cites Tweedie’s formula and selection bias.Journal of the American Statistical Association, 106(496):1602–1614, 2011.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Tweedie’s formula and selection bias.Journal of the American Statistical Association, 106(496):1602–1614, 2011

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.748975Z

Source-reported events for the cited work

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Observation ce93c12d-16b5-43dd-be08-02a2616ad457 · outbound

This paper cites Analyzing and improving the training dynamics of diffusion models.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Analyzing and improving the training dynamics of diffusion models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.755617Z

Source-reported events for the cited work

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Observation e89413cc-c997-4b1c-baac-f573267b6934 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Classifier-Free Diffusion Guidance

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.761965Z

Source-reported events for the cited work

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Observation d4e38459-33c7-458d-a6be-c0121ec7da58 · outbound

This paper cites Score-based data assimilation.Advances in Neural Information Processing Systems, 36:40521–40541, 2023.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Score-based data assimilation.Advances in Neural Information Processing Systems, 36:40521–40541, 2023

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.770295Z

Source-reported events for the cited work

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Observation a680224d-631e-4f32-8293-4dc504f08c6e · outbound

This paper cites Dpm-solver++: Fast solver for guided sampling of diffusion probabilistic models.Machine Intelligence Research, 22(4):730–751, 2025.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Dpm-solver++: Fast solver for guided sampling of diffusion probabilistic models.Machine Intelligence Research, 22(4):730–751, 2025

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.774399Z

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Observation 5c9720bd-e54e-4b62-907c-4fd09db4995a · outbound

This paper cites Traversing distortion-perception tradeoff using a single score-based generative model.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Traversing distortion-perception tradeoff using a single score-based generative model

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.778386Z

Source-reported events for the cited work

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Observation a3eb7990-daa1-4fe0-8012-36f43979c999 · outbound

This paper cites Adaptive guidance: Training-free acceleration of conditional diffusion models.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Adaptive guidance: Training-free acceleration of conditional diffusion models

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.782776Z

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Observation 8973028b-bcb8-406e-950b-e9244e487c2e · outbound

This paper cites Guidance with Spherical Gaussian Constraint for Conditional Diffusion.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Guidance with Spherical Gaussian Constraint for Conditional Diffusion

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.786331Z

Source-reported events for the cited work

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Observation 1aabc8c8-9063-47e1-aa69-a2cfb069cd91 · outbound

This paper cites A global three-dimensional multivariate statistical interpolation scheme.Monthly Weather Review, 109(4):701–721, 1981.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching A global three-dimensional multivariate statistical interpolation scheme.Monthly Weather Review, 109(4):701–721, 1981

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.790147Z

Source-reported events for the cited work

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Observation f249553b-2049-4760-8d57-4f1739444858 · outbound

This paper cites an unresolved cited work.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.794345Z

Source-reported events for the cited work

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Observation 04b90684-0cc9-4806-9d67-cf1f94cbc6b4 · outbound

This paper cites Weatherbench: a benchmark data set for data-driven weather forecasting.Journal of Advances in Modeling Earth Systems, 12(11):e2020MS002203, 2020.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Weatherbench: a benchmark data set for data-driven weather forecasting.Journal of Advances in Modeling Earth Systems, 12(11):e2020MS002203, 2020

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.798445Z

Source-reported events for the cited work

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Observation f8b617fc-79ef-459d-b60c-1de2de1239bc · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Adam: A Method for Stochastic Optimization

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.803322Z

Source-reported events for the cited work

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Observation 8f72a9c6-0da2-4440-950b-8f7210c39136 · outbound

This paper cites Decoupled Weight Decay Regularization.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Decoupled Weight Decay Regularization

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.807799Z

Source-reported events for the cited work

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Observation 14e26a5b-8768-40b9-9743-f5cde3dd51bd · outbound

This paper cites A fixed-lag kalman smoother for retrospective data assimilation.Monthly Weather Review, 122(12):2838–2867, 1994.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching A fixed-lag kalman smoother for retrospective data assimilation.Monthly Weather Review, 122(12):2838–2867, 1994

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:55:42.319016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6dff6c20-20d1-49f1-966d-0e3a542d4484 · outbound

This paper cites End-to-end data-driven weather prediction.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching End-to-end data-driven weather prediction

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.816785Z

Source-reported events for the cited work

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Observation d4652a8a-4c47-4940-999a-a580d0c77c17 · outbound

This paper cites HealDA: Highlighting the importance of initial errors in end-to-end AI weather forecasts.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching HealDA: Highlighting the importance of initial errors in end-to-end AI weather forecasts

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.820537Z

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Observation 1320ce64-3037-4e79-9b32-a295849c2516 · outbound

This paper cites Applying guidance in a limited interval improves sample and distribution quality in diffusion models.Advances in Neural Information Processing Systems, 37:122458–122483, 2024.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Applying guidance in a limited interval improves sample and distribution quality in diffusion models.Advances in Neural Information Processing Systems, 37:122458–122483, 2024

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.825943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d1b6ccd-627b-4308-8b77-f903273f4d05 · outbound

This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.831622Z

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Observation 708ed70d-3e99-4e8f-abce-bc0e03bbddf6 · outbound

This paper cites Restart sampling for improving generative processes.Advances in Neural Information Processing Systems, 36:76806–76838, 2023.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Restart sampling for improving generative processes.Advances in Neural Information Processing Systems, 36:76806–76838, 2023

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.836541Z

Source-reported events for the cited work

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Observation ee4bd202-b5a7-422e-a23d-7ca61da62dbb · outbound

This paper cites The effect of thinning and superobservations in a simple one-dimensional data analysis with mischaracterized error.Monthly Weather Review, 146(4):1181–1195, 2018.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching The effect of thinning and superobservations in a simple one-dimensional data analysis with mischaracterized error.Monthly Weather Review, 146(4):1181–1195, 2018

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:41.840799Z

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Observation ecfb4fc2-2a59-4472-b68a-de778df33a01 · outbound

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

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Learning skillful medium-range global weather forecasting.Science, 382(6677):1416–1421, 2023

Reference 92

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T16:55:42.273683Z

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