Maciej Sikora

According to our database, Maciej Sikora authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Collocation-based Robust Physics Informed Neural Networks for time-dependent simulations of pollution propagation under thermal inversion conditions on Spitsbergen.

Leszek Siwik, Maciej Sikora, Natalia Leszczynska, Tomasz Maciej Ciesielski, Eirik Valseth, Manuela Bastidas Olivares, Marcin Los, Tomasz Sluzalec, Jacek Leszczynski, Maciej Paszynski

CoRR, April, 2026

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

Introducing B-spline Basis Functions in Neural Network Approximations.

Maciej Sikora, Kamil Doleglo, Anna Paszynska, Maciej Paszynski

Proceedings of the Computational Science - ICCS 2025 Workshops, 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

Proceedings of the Computational Science - ICCS 2025, 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

Proceedings of the Computational Science - ICCS 2025, 2025

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

Fast Simulations in Augmented Reality.

Mateusz Ksyta, Wojciech Kordylewski, Marcin Los, Piotr Gurgul, Maciej Sikora, Maciej Paszynski

Proceedings of the Computational Science - ICCS 2024, 2024

2023

Solver algorithm for stabilized space-time formulation of advection-dominated diffusion problem.

Marcin Los, Paulina Sepúlveda, Maciej Sikora, Maciej Paszynski

Comput. Math. Appl., December, 2023

Physics Informed Neural Networks with strong and weak residuals for advection-dominated diffusion problems.

Maciej Sikora, Patryk Krukowski, Anna Paszynska, Maciej Paszynski

CoRR, 2023