Model reduction-based initialization methods for solving the Poisson-Nernst-Plank equations in three-dimensional ion channel simulations.
Qianru ZhangSheng GuiHongliang LiBenzhuo LuPublished in: J. Comput. Phys. (2020)
Keyphrases
- three dimensional
- mathematical model
- computational model
- linear regression
- objective function
- prior knowledge
- mathematical models
- statistical methods
- experimental data
- integer linear programming
- reduction method
- analytical model
- numerical methods
- gaussian distribution
- qualitative and quantitative
- closed form
- clustering algorithm
- range images
- em algorithm
- hidden markov models
- k means
- decision trees