Linear Computational Cost Implicit Variational Splitting Solver with Non-regular Material Data for Parabolic Problems. - Pawel Maczuga; Maciej Paszynski; Victor M. Calo (ICCS (1), 2022)

A variational splitting of high-order linear multistep methods for heat transfer and advection-diffusion parabolic problems. - Pouria Behnoudfar; Victor Manuel Calo; Marcin Los; Pawel Maczuga; Maciej Paszynski (J. Comput. Sci., 2022)

Graph-grammar based algorithm for asteroid tsunami simulations. - Pawel Maczuga; Albert Oliver Serra; Anna Paszynska; Eirik Valseth; Maciej Paszynski (J. Comput. Sci., 2022)

Influence of Activation Functions on the Convergence of Physics-Informed Neural Networks for 1D Wave Equation. - Pawel Maczuga; Maciej Paszynski (ICCS (1), 2023)

The First Scientiffic Evidence for the Hail Cannon. - Krzysztof Misan; Maciej Kozieja; Marcin Los; Dominik Grybos; Jacek Leszczynski; Pawel Maczuga; Maciej Wozniak; Albert Oliver Serra; Maciej Paszynski (ICCS (1), 2023)

Robust Variational Physics-Informed Neural Networks. - Sergio Rojas; Pawel Maczuga; Judit Muñoz-Matute; David Pardo; Maciej Paszynski (CoRR, 2023)

Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab. - Pawel Maczuga; Maciej Skoczen; Przemyslaw Roznawski; Filip Tluszcz; Marcin Szubert; Marcin Los; Witold Dzwinel; Keshav Pingali; Maciej Paszynski (CoRR, 2023)

Modeling Tsunami Waves at the Coastline of Valparaiso Area of Chile with Physics Informed Neural Networks. - Alicja Niewiadomska; Pawel Maczuga; Albert Oliver Serra; Leszek Siwik; Paulina Sepúlveda-Salas; Anna Paszynska; Maciej Paszynski; Keshav Pingali (ICCS (2), 2024)

Simulating the aftermath of Northern European Enclosure Dam (NEED) break and flooding of European coast. - Pawel Maczuga; Marcin Los; Eirik Valseth; Albert Oliver Serra; Leszek Siwik; Elisabete Alberdi Celaya; Anna Paszynska; Maciej Paszynski (CoRR, 2024)

Shock waves generators: From prevention of hail storms to reduction of the smog in urban areas - experimental verification and numerical simulations. - Marcin Los; Leszek Siwik; Maciej Wozniak; Dominik Grybos; Pawel Maczuga; Albert Oliver Serra; Jacek Leszczynski; Maciej Paszynski (J. Comput. Sci., 2024)

Physics Informed Neural Networks for Non-stationary Material Science Problems. - Pawel Maczuga; Tomasz Sluzalec; Lukasz Sztangret; Danuta Szeliga; Marcin Los; Maciej Paszynski (ICCS (Workshops 2), 2025)

Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab. - Pawel Maczuga; Maciej Sikora; Tomasz Sluzalec; Marcin Szubert; Lukasz Sztangret; Danuta Szeliga; Marcin Los; Witold Dzwinel; Keshav Pingali; Maciej Paszynski (ICCS (2), 2025)

Graph Grammar Model for H-Adaptation for Meshes with Quadrilateral, Pentagon, and Hexagon Elements. - Anna Paszynska; Pawel Maczuga; Mateusz Dobija; Albert Oliver Serra; Edyta Paruch; Jakub Radek (ICCS (Workshops 1), 2025)

Tensorial Implementation for Robust Variational Physics-Informed Neural Networks. - Askold Vilkha; Carlos Uriarte; Pawel Maczuga; Tomasz Sluzalec; Maciej Paszynski (ICCS (1), 2025)

An h-adaptive collocation method for Physics-Informed Neural Networks. - Jan Trynda; Pawel Maczuga; Albert Oliver Serra; Luis Emilio García-Castillo; Robert Schaefer; Maciej Wozniak (J. Comput. Sci., 2025)

Simulating the aftermath of Northern European Enclosure Dam (NEED) break and flooding of European coast. - Pawel Maczuga; Marcin Los; Eirik Valseth; Albert Oliver Serra; Leszek Siwik; Elisabede Alberdi Celaya; Anna Paszynska; Maciej Paszynski (Eng. Comput., 2025)