Joint Online Parameter Estimation and Optimal Sensor Placement for the Partially Observed Stochastic Advection-Diffusion Equation.
Louis SharrockNikolas KantasPublished in: SIAM/ASA J. Uncertain. Quantification (2022)
Keyphrases
- parameter estimation
- partially observed
- diffusion equation
- sensor placement
- maximum likelihood
- model selection
- least squares
- random fields
- markov random field
- em algorithm
- parameter estimation algorithm
- distributed network
- diffusion process
- expectation maximization
- scale space
- parameter values
- dynamic programming
- partial differential equations
- anisotropic diffusion
- ant colony optimization algorithm
- multiscale
- image processing
- multiple objectives
- parameter tuning
- machine learning
- multiresolution
- transportation systems
- feature extraction