Litcius/Paper detail

The imperative of physics-based modeling and inverse theory in computational science

Karen Willcox, Omar Ghattas, Patrick Heimbach

2021Nature Computational Science122 citationsDOI

Topics & Concepts

Perspective (graphical)InverseSampling (signal processing)Nonlinear systemProcess (computing)Scale (ratio)Management scienceComputer scienceStatistical physicsPhysicsMathematicsEngineeringArtificial intelligenceQuantum mechanicsOperating systemGeometryComputer visionFilter (signal processing)Gaussian Processes and Bayesian InferenceComputational Physics and Python ApplicationsStatistical Mechanics and Entropy