Natalia Leszczynska

According to our database, Natalia Leszczynska authored at least 3 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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