Physics Informed Neural Networks with strong and weak residuals for advection-dominated diffusion problems. - Maciej Sikora; Patryk Krukowski; Anna Paszynska; Maciej Paszynski (CoRR, 2023)

Solver algorithm for stabilized space-time formulation of advection-dominated diffusion problem. - Marcin Los; Paulina Sepúlveda; Maciej Sikora; Maciej Paszynski (Comput. Math. Appl., 2023)

Fast Simulations in Augmented Reality. - Mateusz Ksyta; Wojciech Kordylewski; Marcin Los; Piotr Gurgul; Maciej Sikora; Maciej Paszynski (ICCS (3), 2024)

Comparison of Physics Informed Neural Networks and Finite Element Method Solvers for advection-dominated diffusion problems. - Maciej Sikora; Patryk Krukowski; Anna Paszynska; Maciej Paszynski (J. Comput. Sci., 2024)

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)

Pollution Simulations and in-Field Measurements Performed in March at Longyearbyen, Spitzbergen. - Albert Oliver Serra; Leszek Siwik; Natalia Leszczynska; Maciej Sikora; Tomasz Maciej Ciesielski; Eirik Valseth; Jacek Leszczynski; Anna Paszynska; Maciej Paszynski (ICCS (4), 2025)

Introducing B-spline Basis Functions in Neural Network Approximations. - Maciej Sikora; Kamil Doleglo; Anna Paszynska; Maciej Paszynski (ICCS (Workshops 1), 2025)

Graph grammars and Physics Informed Neural Networks for simulating of pollution propagation on Spitzbergen. - Maciej Sikora; Albert Oliver Serra; Leszek Siwik; Natalia Leszczynska; Tomasz Maciej Ciesielski; Eirik Valseth; Jacek Leszczynski; Anna Paszynska; Maciej Paszynski (Appl. Soft Comput., 2025)