Maciej Paszy\'nski

Identifiers

• name variant Maciej Paszy\'nski 0.60 · backfill

Papers (5)

1. IGA-ODIL: Optimizing DIscretre robust Loss with Isogeometric Analysis to solve forward and inverse problems faster using machine learning tools math.NA · 2026 · author #1
2. Collocation-based Robust Physics Informed Neural Networks for time-dependent simulations of pollution propagation under thermal inversion conditions on Spitsbergen cs.LG · 2026 · author #10
3. CO$_2$ sequestration hybrid solver using isogeometric alternating-directions and collocation-based robust variational physics informed neural networks (IGA-ADS-CRVPINN) math.NA · 2026 · author #4
4. Wildfires Quasi-Implicit Alternative-Direction Simulations using Isogeometric Finite Element Method cs.CE · 2026 · author #10
5. Python library supporting Discrete Variational Formulations and training solutions with Collocation-based Robust Variational Physics Informed Neural Networks (DVF-CRVPINN) cs.LG · 2026 · author #4

Mentions

• 2605.30272 #1 · arxiv_oai · confidence 0.70 Maciej Paszy\'nski

Frequent Coauthors

• Tomasz S{\l}u\.zalec 5 shared papers
• Marcin {\L}o\'s 4 shared papers
• Askold Vilkha 2 shared papers
• Eirik Valseth 2 shared papers
• Albert Oliver Serra 1 shared papers
• Andres Medina 1 shared papers
• Anna Paszy\'nska 1 shared papers
• Jacek Leszczy\'nski 1 shared papers
• Juliusz Wasieleski 1 shared papers
• Leszek Siwik 1 shared papers
• Maciej Sikora 1 shared papers
• Maciej Wo\'zniak 1 shared papers
• Manuela Bastidas Olivares 1 shared papers
• Natalia Leszczy\'nska 1 shared papers
• Paulina Sepulveda 1 shared papers
• Tomasz Maciej Ciesielski 1 shared papers