Stochastic algorithm for estimation of the model's unknown parameters via Bayesian inference. - Mieczyslaw Borysiewicz; Anna Wawrzynczak-Szaban; Piotr Kopka (FedCSIS, 2012)

Time dependent global optimization via Bayesian inference and Sequential Monte Carlo sampling. - Piotr Kopka; Anna Wawrzynczak; Mieczyslaw Borysiewicz (FedCSIS, 2013)

Sequential Monte Carlo in Bayesian Assessment of Contaminant Source Localization Based on the Sensors Concentration Measurements. - Anna Wawrzynczak; Piotr Kopka; Mieczyslaw Borysiewicz (PPAM (2), 2013)

Approximate Bayesian Computation for Estimating Parameters of Data-Consistent Forbush Decrease Model. - Anna Wawrzynczak; Piotr Kopka (Entropy, 2018)