34 citations · 46 across the 3 of their papers we have counts for
4 papers
Non-stationary Gaussian random fields on hypersurfaces: Sampling and strong error analysis
Erik Jansson, Annika Lang, Mike Pereira
A flexible model for non-stationary Gaussian random fields on hypersurfaces is introduced. The class of random fields on curves and surfaces is characterized by an amplitude spectr…
Linear Lyapunov Functions for Nonlinear Compartmental Systems
Sondre Wiersdalen, Mike Pereira, Annika Lang +3
This technical note examines exponential stability of the null solution to a large class of compartmental systems governed by ordinary differential equations. Sufficient conditions…
Short-term traffic prediction using physics-aware neural networks
Mike Pereira, Annika Lang, Balázs Kulcsár
In this work, we propose an algorithm performing short-term predictions of the flux of vehicles on a stretch of road, using past measurements of the flux. This algorithm is based o…
Parameter and density estimation from real-world traffic data: A kinetic compartmental approach
Mike Pereira, Pinar Boyraz Baykas, Balázs Kulcsár +1
The main motivation of this work is to assess the validity of a LWR traffic flow model to model measurements obtained from trajectory data, and propose extensions of this model to…