A Python Multiscale Thermochemistry Toolbox (pMuTT) for thermochemical and kinetic parameter estimation.
Jonathan LymGerhard R. WittreichDionisios G. VlachosPublished in: Comput. Phys. Commun. (2020)
Keyphrases
- parameter estimation
- multiscale
- least squares
- maximum likelihood
- model selection
- statistical models
- markov random field
- open source
- parameter estimation algorithm
- programming language
- estimation problems
- image processing
- edge detection
- parameter values
- image segmentation
- wavelet transform
- monte carlo
- model fitting
- maximum likelihood estimation
- em algorithm
- random fields
- structure learning
- expectation maximization
- posterior distribution
- approximate inference
- parameters estimation
- superpixels
- experimental data
- parameter estimates
- higher order
- position estimation
- wavelet coefficients