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20142024
most citedThe Non-Classical Boltzmann Equation, and Diffusion-Based Approximations to the Boltzmann Equation

9 citations · 22 across the 8 of their papers we have counts for

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2 papers · 1 filter

math.NA2024

Numerical Robustness of PINNs for Multiscale Transport Equations

Alexander Jesser, Kai Krycki, Ryan G. McClarren +1

We investigate the numerical solution of multiscale transport equations using Physics Informed Neural Networks (PINNs) with ReLU activation functions. Therefore, we study the analo…

cs.LG2024

PGNAA Spectral Classification of Aluminium and Copper Alloys with Machine Learning

Henrik Folz, Joshua Henjes, Annika Heuer +7

In this paper, we explore the optimization of metal recycling with a focus on real-time differentiation between alloys of copper and aluminium. Spectral data, obtained through Prom…