Marcin Łoś
2 papers · Latest:
Machine Learning
Collocation-based Robust Physics Informed Neural Networks for time-dependent simulations of pollution propagation under thermal inversion conditions on Spitsbergen
This paper introduces a robust, collocation-based PINN for time-dependent pollution simulation, revealing how thermal inversion increases PM.
2604.23003
CO$_2$ sequestration hybrid solver using isogeometric alternating-directions and collocation-based robust variational physics informed neural networks (IGA-ADS-CRVPINN)
This paper introduces a hybrid IGA-ADS-CRVPINN solver for CO2 sequestration, achieving over 3x speedup compared to traditional methods.
2604.20731
📬 Weekly AI Paper Digest
Get the top 10 AI/ML arXiv papers from the week — summarized, scored, and delivered to your inbox every Monday.