Bayesian Physics Informed Neural Networks for data assimilation and spatio-temporal modelling of wildfires
Joel Janek Dabrowski, Dan Pagendam, James Hilton, Conrad Sanderson, Daniel MacKinlay, Carolyn Huston, Andrew Bolt, Petra Kuhnert
Topics & Concepts
Data assimilationComputer scienceBayesian probabilityUncertainty quantificationSolverForcing (mathematics)Function (biology)Set (abstract data type)Machine learningMeteorologyMathematicsArtificial intelligenceGeographyEvolutionary biologyMathematical analysisProgramming languageBiologyModel Reduction and Neural NetworksFire effects on ecosystemsMeteorological Phenomena and Simulations