Pawel Maczuga

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Experimental Verification

Multilayer Perceptron

Top Venues

J. Comput. Sci.

Publications

Marcin Los, Leszek Siwik, Maciej Wozniak, Dominik Grybos, Pawel Maczuga, Albert Oliver Serra, Jacek Leszczynski, Maciej Paszynski
Shock waves generators: From prevention of hail storms to reduction of the smog in urban areas - experimental verification and numerical simulations. J. Comput. Sci. 77 (2024)
Pawel Maczuga, Marcin Los, Eirik Valseth, Albert Oliver Serra, Leszek Siwik, Elisabete Alberdi Celaya, Anna Paszynska, Maciej Paszynski
Simulating the aftermath of Northern European Enclosure Dam (NEED) break and flooding of European coast. CoRR (2024)
Alicja Niewiadomska, Pawel Maczuga, Albert Oliver Serra, Leszek Siwik, Paulina Sepúlveda-Salas, Anna Paszynska, Maciej Paszynski, Keshav Pingali
Modeling Tsunami Waves at the Coastline of Valparaiso Area of Chile with Physics Informed Neural Networks. ICCS (2) (2024)
Pawel Maczuga, Maciej Skoczen, Przemyslaw Roznawski, Filip Tluszcz, Marcin Szubert, Marcin Los, Witold Dzwinel, Keshav Pingali, Maciej Paszynski
Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab. CoRR (2023)
Krzysztof Misan, Maciej Kozieja, Marcin Los, Dominik Grybos, Jacek Leszczynski, Pawel Maczuga, Maciej Wozniak, Albert Oliver Serra, Maciej Paszynski
The First Scientiffic Evidence for the Hail Cannon. ICCS (1) (2023)
Sergio Rojas, Pawel Maczuga, Judit Muñoz-Matute, David Pardo, Maciej Paszynski
Robust Variational Physics-Informed Neural Networks. CoRR (2023)
Pawel Maczuga, Maciej Paszynski
Influence of Activation Functions on the Convergence of Physics-Informed Neural Networks for 1D Wave Equation. ICCS (1) (2023)
Pawel Maczuga, Albert Oliver Serra, Anna Paszynska, Eirik Valseth, Maciej Paszynski
Graph-grammar based algorithm for asteroid tsunami simulations. J. Comput. Sci. 64 (2022)
Pawel Maczuga, Maciej Paszynski, Victor M. Calo
Linear Computational Cost Implicit Variational Splitting Solver with Non-regular Material Data for Parabolic Problems. ICCS (1) (2022)
Pouria Behnoudfar, Victor Manuel Calo, Marcin Los, Pawel Maczuga, Maciej Paszynski
A variational splitting of high-order linear multistep methods for heat transfer and advection-diffusion parabolic problems. J. Comput. Sci. 63 (2022)