Generative learning of the solution of parametric Partial Differential Equations using guided diffusion models and virtual observations
Han Gao, Sebastian Kaltenbach, Petros Koumoutsakos
Topics & Concepts
Partial differential equationGenerative grammarParametric statisticsMathematicsComputer scienceGenerative DesignApplied mathematicsDiffusionGenerative modelParametric surfaceArtificial intelligenceMathematical analysisCalculus (dental)PhysicsEngineeringMedicineDentistryStatisticsMetric (unit)ThermodynamicsOperations managementModel Reduction and Neural NetworksNumerical methods for differential equationsAdvanced Numerical Methods in Computational Mathematics