#dataassimilation 検索結果
Marcin Mider, Moritz Schauer, Frank van der Meulen: Continuous-discrete smoothing of diffusions. arxiv.org/abs/1712.03807 The theory for #julialang package github.com/mmider/BridgeS… #DataAssimilation
See these 12 PhD positions in #DataAssimilation offered by @SFB_1294 at @unipotsdam 👉ow.ly/jyKN50EZLHZ #PhDGermany #Mathematics #Statistics #MachineLearning #Physics #Informatics
Call is open for these 8 PhD positions in #DataAssimilation offered by @SFB_1294 at @unipotsdam 👉ow.ly/Z1BV50G5eIz #PhDGermany #Mathematics #Statistics #MachineLearning #Physics #Informatics
Apply now for 1 of these 8 PhD positions in #DataAssimilation offered by @SFB_1294 at @unipotsdam 👉ow.ly/QWCX50G5eKC #PhDGermany #Mathematics #Statistics #MachineLearning #Physics #Informatics
First in-person talk after nearly 3 years. Great to catch up with so many colleagues from around the world! #ISDA22 #DataAssimilation #MachineLearning
Are you interested in #DataAssimilation, #NumericalModeling and #AI for the #AtmosphericSciences? My research group is seeking new graduate students to join us in Fall 2025. Learn more about the details below.
Our latest #MachineLearning paper Multi-domain encoder-decoder #NeuralNetworks for latent #DataAssimilation in dynamical #systems Drop coalescence, #Multiphase #FluidDynamics authors.elsevier.com/c/1jOpYAQEJ58ZS in #Computer Methods in Applied #Mechanics & #Engineering @Elsevier_Eng
Me in action today at #climathnet2018 explaining how to use linear algebra to include observation error information in #dataassimilation for #NWP #phdchat
Interested to know about equivalence between machine learning and data assimilation? Read the @ECMWF #ECMWFTechmemo #MachineLearning #DataAssimilation ecmwf.int/en/elibrary/19…
Our #weather forecasts use #DataAssimilation to estimate initial conditions for the forecast model from meteorological observations. For an e-learning lesson to introduce you to data assimilation techniques, visit ➡️ learning.ecmwf.int/en-US/web/gues… #ECLearn #LearningOfTheMonth
A Streamflow Bias Correction and Performance Evaluation Web Application for GEOGloWS ECMWF Streamflow Services by Jorge Sanchez Lozano, Giovanni Romero Bustamante, et, al. mdpi.com/2306-5338/8/2/… #streamflow #Dataassimilation
Learn how #MachineLearning can help to correct model errors in #DataAssimilation in relation to the four-dimensional variational (4D-Var) technique. ➡️ learning.ecmwf.int/en-US/web/gues… #ECLearn #LearningOfTheMonth
#Weather forecasts use #DataAssimilation to estimate initial conditions for the forecast model from meteorological observations. For an e-learning lesson to introduce you to data assimilation techniques, visit ➡️ lnkd.in/dzHyY925 #ECLearn #LearningOfTheMonth
Very happy to receive the WCRP/WWRP 2019 International Prize for Model Development for my work on land surface conditions characterization using #SatelliteEarthObservations and #LandSurfaceModel through #DataAssimilation #LDASMonde @WCRP_climate @meteofrance @CNRS #WCRP40 @WMO
Thrilled to announce that our paper 'A particle filter scheme for multivariate data assimilation into a point-scale snowpack model in an Alpine environment' has just been published in @EGU_TC @CIMAFoundation & @irstea @SimoneGabellani @G_Thirel #Snow #DataAssimilation #Alps
The Coupled #DataAssimilation group are developing a fully coupled #OceanAtmosphere global #forecastmodel, due to replace our atmosphere-only version in 2021. It will better represent both the impact of the evolving ocean and tightly coupled phenomena such as #TropicalCyclones
From a researcher in #DataAssimilation in the 1990s to the Director of @CopernicusECMWF – find out about the varied career of Jean-Noël Thépaut, who is leaving #ECMWF at the end of this year ➡️ ecmwf.int/en/about/media…
We're looking for a #SeniorModellingScientist to develop a leading role within our MSM team. Developing strategies, systems & applications of #DataAssimilation with #biogeochemical-#hydrodynamic models in a variety of #MarineSystems across the globe👇 pml.kallidusrecruit.com/VacancyInforma…
🚀 SEED-FD is making #flood & #drought forecasts smarter! @magellium integrates new data types – river discharge and water surface elevation – through #DataAssimilation, using an Ensemble Kalman Filter to merge real-time observations with models. 🔗 seed-fd.eu
#Callforpaper 👇 #modelling #dataassimilation #mesoscale #ocean #processes #algorithm #MDL #NN #marine #dynamics #climate 🌊Special Issue "Ocean Climate: Deep Learning, Statistical Methods and Dynamical Modeling" 👨🎓 Prof. Shaoqing Zhang, et al. 💻brnw.ch/21wWdwt
JUST PUBLISHED: Conditional Denoising Score Matching for Sequential Data Assimilation Click here to read the latest free, Open Access article from Ocean-Land-Atmosphere Research: spj.science.org/doi/10.34133/o… #dataassimilation #weather
Quantum-enhanced data assimilation fuses remote-sensing observations into dynamic models, refining initial conditions for forecasts .#DataAssimilation #Quantum
📢Welcome to read the paper "A Martingale-Free Introduction to Conditional Gaussian Nonlinear Systems", by Marios Andreou and Nan Chen 👉Find full article at: mdpi.com/1099-4300/27/1… #GaussianSystems #StochasticDynamicalSystems #DataAssimilation #UncertaintyQuantification
We're pleased to release DIFFICE-jax v1.0, the foundation of our Science paper and the first #DIFFerentiable #NeuralNetwork solver for #DataAssimilation of ICE shelves written in #JAX: 🔗Docs: diffice-jax.readthedocs.io/en/latest/inde… 📄Peer-reviewed by JOSS #OpenSource: joss.theoj.org/papers/10.2110…
Finally published @ScienceMagazine: Can AI help yield new insights from vast amounts of Earth data? We use large-scale data and neural nets to find the constitutive laws of glacial ice, which differ from commonly assumed forms in conventional models. science.org/doi/10.1126/sc…
Hi all, I'm happy to share my most recent publication: A statistical package for computing precision covariance matrices via modified Cholesky decomposition, tailored for atmospheric models like ERA5 and MPAS - doi.org/10.1016/j.soft… #Elsevier #DataAssimilation #OpenSource
On the SIAM News blog, @LucasBottcher_, Tom Chou, and Maria D’Orsogna present a #DataAssimilation approach that provides near-term forecasts of U.S. drug #overdose fatalities and captures local overdose trends to inform prevention efforts. Learn more: siam.org/publications/s…
(Open Access) Data Assimilation Fundamentals - freecomputerbooks.com/Data-Assimilat… Look for "Read and Download Links" section to download. Follow/Connect me if you like this post. #DataAssimilation #DataProcessing #DataAnalysis #DataMining #DataScience
Today, I'm giving a talk at the University of Reading entitled "Data assimilation of soil properties for the region of Europe"! #DataAssimilation #SoilScience #ClimateScience #EXPECT @Expect_Project #NCAS @AtmosScience @UniofReading
✨Next SASIP Webinar on Friday, March 28 at 4 pm CET! This month, Yue Ying from the NERSC will explore Novel #DataAssimilation Techniques to Improve #SeaIce Deformation Features ❄️ Abstract and registration 👉 forms.fillout.com/t/qjdC37tyZjus
(Open Access) Data Assimilation Fundamentals - freecomputerbooks.com/Data-Assimilat… Look for "Read and Download Links" section to download. Follow/Connect me if you like this post. #DataAssimilation #DataMining #BigData #DataScience #DataAnalysis
📣#Highcitedpaper 🔱How Efficient Is Model-to-Model Data Assimilation at Mitigating #Atmospheric Forcing Errors in a Regional Ocean Model? 🗝️Keywords: #dataassimilation; Indian #Ocean; uncertainty; #sea surface #temperature; #kinetic #energy 💻mdpi.com/2268866
March newsletter is out! 🚀 Explore fresh preprints on #GranularMechanics, #MachineLearning, #DataAssimilation and more exciting news! ✨ Don't miss out on the latest insights! 🔗mailchi.mp/9643002422f6/s… Subscribe and stay tuned: eepurl.com/iHP3zM #neXtSIM #SeaIce
Data Assimilation techniques & the #JULES model work together to improve soil moisture estimates and enhance climate predictions. Want to find out how? Read our interview with @McGuirePatrick from @UniofReading 👉 expect-project.eu/news/land-surf… #ClimateScience #DataAssimilation #Soil
See these 12 PhD positions in #DataAssimilation offered by @SFB_1294 at @unipotsdam 👉ow.ly/jyKN50EZLHZ #PhDGermany #Mathematics #Statistics #MachineLearning #Physics #Informatics
Call is open for these 8 PhD positions in #DataAssimilation offered by @SFB_1294 at @unipotsdam 👉ow.ly/Z1BV50G5eIz #PhDGermany #Mathematics #Statistics #MachineLearning #Physics #Informatics
Apply now for 1 of these 8 PhD positions in #DataAssimilation offered by @SFB_1294 at @unipotsdam 👉ow.ly/QWCX50G5eKC #PhDGermany #Mathematics #Statistics #MachineLearning #Physics #Informatics
Our latest #MachineLearning paper Multi-domain encoder-decoder #NeuralNetworks for latent #DataAssimilation in dynamical #systems Drop coalescence, #Multiphase #FluidDynamics authors.elsevier.com/c/1jOpYAQEJ58ZS in #Computer Methods in Applied #Mechanics & #Engineering @Elsevier_Eng
While I normally (and unreasonably) view #DataAssimilation as "cheating", trying to respond to #RefereeComments on our #EarthSystemModel's (@UkesmProject's) biases reminds me there's definitely a place for it ...
Doing some magic with linear algebra to understand #DataAssimilation at our PhD seminars thanks to our president Ieva! @UniRdg_Maths #Mathematics
Very happy to receive the WCRP/WWRP 2019 International Prize for Model Development for my work on land surface conditions characterization using #SatelliteEarthObservations and #LandSurfaceModel through #DataAssimilation #LDASMonde @WCRP_climate @meteofrance @CNRS #WCRP40 @WMO
Our #weather forecasts use #DataAssimilation to estimate initial conditions for the forecast model from meteorological observations. For an e-learning lesson to introduce you to data assimilation techniques, visit ➡️ learning.ecmwf.int/en-US/web/gues… #ECLearn #LearningOfTheMonth
Congrats to @AOSC_UMD's Jonathan Poterjoy and Kayo Ide on joining a $6.6M consortium to improve #WeatherForecast accuracy! Recommended for funding by @NOAA, the initiative will also train the new generation of atmospheric scientists on #DataAssimilation. go.umd.edu/forecast
Learn how #MachineLearning can help to correct model errors in #DataAssimilation in relation to the four-dimensional variational (4D-Var) technique. ➡️ learning.ecmwf.int/en-US/web/gues… #ECLearn #LearningOfTheMonth
Wandering around European city centres is my jam - the added bonuses of a #dataassimilation conference trip to Aveiro! #phdperks #phdchat
#Weather forecasts use #DataAssimilation to estimate initial conditions for the forecast model from meteorological observations. For an e-learning lesson to introduce you to data assimilation techniques, visit ➡️ lnkd.in/dzHyY925 #ECLearn #LearningOfTheMonth
Me in action today at #climathnet2018 explaining how to use linear algebra to include observation error information in #dataassimilation for #NWP #phdchat
We're looking for a #SeniorModellingScientist to develop a leading role within our MSM team. Developing strategies, systems & applications of #DataAssimilation with #biogeochemical-#hydrodynamic models in a variety of #MarineSystems across the globe👇 pml.kallidusrecruit.com/VacancyInforma…
Assimilating #SMOS Brightness Temperature for Hydrologic Model Parameters and #SoilMoisture Estimation with an Immune Evolutionary Strategy by Feng Ju, Ru An, Zhen Yang, Lijun Huang and Yaxing Sun 👉mdpi.com/2072-4292/12/1… #dataassimilation #SMOS #SMAP #remotesensing
A Streamflow Bias Correction and Performance Evaluation Web Application for GEOGloWS ECMWF Streamflow Services by Jorge Sanchez Lozano, Giovanni Romero Bustamante, et, al. mdpi.com/2306-5338/8/2/… #streamflow #Dataassimilation
Interested to know about equivalence between machine learning and data assimilation? Read the @ECMWF #ECMWFTechmemo #MachineLearning #DataAssimilation ecmwf.int/en/elibrary/19…
#CopernicusMarine and @MercatorOcean are excited to hear about the @EU_H2020 funded @SEAMLESSproject developments that could be up-taken by our operational systems! It improves the European capability to predict #marine ecosystem indicators 🌊🐟 using #DataAssimilation.
The Coupled #DataAssimilation group are developing a fully coupled #OceanAtmosphere global #forecastmodel, due to replace our atmosphere-only version in 2021. It will better represent both the impact of the evolving ocean and tightly coupled phenomena such as #TropicalCyclones
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