ArXiv TLDR

Eirik Valseth

2 papers · Latest:

HyCOP: Hybrid Composition Operators for Interpretable Learning of PDEs

HyCOP is a modular framework that learns parametric PDE solution operators by composing simple modules, leading to interpretable and robust solutions.

2605.00820
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

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