A Low-Rank Solver for Parameter Estimation and Uncertainty Quantification in Time-Dependent Systems of Partial Differential Equations.
Sébastien RiffaudMiguel A. FernándezDamiano LombardiPublished in: J. Sci. Comput. (2024)
Keyphrases
- parameter estimation
- partial differential equations
- low rank
- maximum likelihood
- markov random field
- least squares
- random fields
- missing data
- level set
- em algorithm
- matrix factorization
- approximate inference
- image processing
- high order
- linear combination
- convex optimization
- singular value decomposition
- model selection
- semi supervised
- high dimensional data
- image denoising
- higher order
- generative model
- conservation laws