optframework.kernel_opt.opt_core_multi module
Created on Mon Dec 11 09:05:42 2023
@author: px2030
- class optframework.kernel_opt.opt_core_multi.OptCoreMulti[source]
Bases:
OptCoreA specialized optimization core class that handles the use of 1D data to assist in the optimization of 2D data. Inherits from the OptCore class and extends its functionality to manage and calculate population balance equations (PBE) for both 1D and 2D systems.
- calc_delta(params_in, x_uni_exp, data_exp)[source]
Calculate the total delta (error) for both 2D and 1D populations (NM and M). The final delta is a weighted sum of the 2D delta and the deltas from the two 1D cases. If any of the population calculations fail to converge, a large delta value (10) is returned to indicate failure.
Parameters
- params_indict
The input parameters for PBE.
- x_uni_explist of arrays
A list containing the unique particle sizes from the experimental data for 2D, NM, and M populations.
- data_explist of arrays
A list containing the experimental PSD data for 2D, NM, and M populations.
Returns
- float
The total delta value representing the error between the experimental and simulated data.