A dynamical low-rank approach to solve the chemical master equation for biological reaction networks.
Martina PruggerLukas EinkemmerCarlos F. LopezPublished in: J. Comput. Phys. (2023)
Keyphrases
- low rank
- missing data
- linear combination
- convex optimization
- matrix completion
- matrix factorization
- low rank matrix
- rank minimization
- singular value decomposition
- trace norm
- kernel matrix
- robust principal component analysis
- high order
- high dimensional data
- semi supervised
- matrix decomposition
- chemical reactions
- low rank matrices
- minimization problems
- singular values
- complex networks
- biological data
- functional modules
- non rigid structure from motion
- data mining
- biological networks
- principal component analysis