qNoise. A generator of non-Gaussian colored noise

Abstract

We introduce a lightweight (generic C++ class) generator for non-Gaussian, colored stochastic processes. The expected applications of this algorithm are as diverse as the modeling of some types of vibration or fluctuation which are typically non-Gaussian, the generation of noise which is naturally confined to a domain, or the investigation of the response of many dynamical systems embedded in noise, as the latter deviates from being Gaussian.

Publication
SoftwareX 18 (2022),101034
Hisham Ihshaish
Hisham Ihshaish
Senior Lecturer in Computer Science

My research interests include applied machine learning, data science and financial technologies.