Litcius/Paper detail

Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting

Sibo Cheng, I. Colin Prentice, Yuhan Huang, Yufang Jin, Yike Guo, Rossella Arcucci

2022Journal of Computational Physics103 citationsDOIOpen Access PDF

Topics & Concepts

Data assimilationCovarianceMean squared errorComputer scienceMachine learningAlgorithmMeteorologyStatisticsMathematicsPhysicsFire effects on ecosystemsMeteorological Phenomena and SimulationsTropical and Extratropical Cyclones Research
Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting | Litcius