Physics-informed information field theory for modeling physical systems with uncertainty quantification
Alex Alberts, Ilias Bilionis
Topics & Concepts
Field (mathematics)Statistical physicsUncertainty quantificationComputer sciencePhysical systemInformation theoryManagement sciencePhysicsData scienceCalculus (dental)MathematicsMachine learningEngineeringStatisticsQuantum mechanicsMedicinePure mathematicsDentistryModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignAdvancements in Semiconductor Devices and Circuit Design