Anna Wawrzynczak

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 11

Top Topics

Stochastic Differential Equations

Sequential Monte Carlo

Spatial Distribution

Top Venues

Publications

Anna Wawrzynczak, Monika Berendt-Marchel
How to Select Superior Neural Network Simulating Inner City Contaminant Transport? Verification and Validation Techniques. ICCS (2) (2023)
Anna Wawrzynczak, Monika Berendt-Marchel
Feedforward neural networks in forecasting the spatial distribution of the time-dependent multidimensional functions. IJCNN (2022)
Miroslaw Szaban, Anna Wawrzynczak
Application of the Layered Algorithm in search of an airborne contaminant source. J. Parallel Distributed Comput. 159 (2022)
Miroslaw Szaban, Anna Wawrzynczak, Monika Berendt-Marchel, Lukasz Marchel
Application of the Generalized Extremal Optimization and Sandpile Model in Search for the Airborne Contaminant Source. PaCT (2021)
Anna Wawrzynczak, Monika Berendt-Marchel
Computation of the Airborne Contaminant Transport in Urban Area by the Artificial Neural Network. ICCS (2) (2020)
Anna Wawrzynczak, Monika Berendt-Marchel
Can the Artificial Neural Network Be Applied to Estimate the Atmospheric Contaminant Transport? HPC (2019)
Miroslaw Szaban, Anna Wawrzynczak
Testing the Algorithm of Area Optimization by Binary Classification with Use of Three State 2D Cellular Automata in Layers. FedCSIS (2018)
Anna Wawrzynczak
Parallelizing the code of the Fokker-Planck equation solution by stochastic approach in Julia programming language. FedCSIS (Communication Papers) (2018)
Anna Wawrzynczak, Piotr Kopka
Approximate Bayesian Computation for Estimating Parameters of Data-Consistent Forbush Decrease Model. Entropy 20 (8) (2018)
Anna Wawrzynczak, Renata Modzelewska, Agnieszka Gil
Algorithms for Forward and Backward Solution of the Fokker-Planck Equation in the Heliospheric Transport of Cosmic Rays. PPAM (1) (2017)
Anna Wawrzynczak, Renata Modzelewska
Solution of the Stochastic Differential Equations Equivalent to the Non-stationary Parker Transport Equation by the Strong Order Numerical Methods. NAA (2016)
Piotr Kopka, Anna Wawrzynczak, Mieczyslaw Borysiewicz
Time dependent global optimization via Bayesian inference and Sequential Monte Carlo sampling. FedCSIS (2013)
Anna Wawrzynczak, Piotr Kopka, Mieczyslaw Borysiewicz
Sequential Monte Carlo in Bayesian Assessment of Contaminant Source Localization Based on the Sensors Concentration Measurements. PPAM (2) (2013)
Anna Wawrzynczak, Michael V. Alania
Numerical Solution of the Time and Rigidity Dependent Three Dimensional Second Order Partial Differential Equation. PPAM (1) (2009)