132 citations · 1k across the 36 of their papers we have counts for
4 papers · 1 filter
Data-driven model of the power-grid frequency dynamics
Leonardo Rydin Gorjão, Mehrnaz Anvari, Holger Kantz +4
The energy system is rapidly changing to accommodate the increasing number of renewable generators and the general transition towards a more sustainable future. Simultaneously, bus…
Superstatistical approach to air pollution statistics
Griffin Williams, Benjamin Schäfer, Christian Beck
Air pollution by Nitrogen Oxides (NOx) is a major concern in large cities as it has severe adverse health effects. However, the statistical properties of air pollutants are not ful…
Overcoming the curse of dimensionality in the numerical approximation of Allen-Cahn partial differential equations via truncated full-history recursive multilevel Picard approximations
Christian Beck, Fabian Hornung, Martin Hutzenthaler +2
One of the most challenging problems in applied mathematics is the approximate solution of nonlinear partial differential equations (PDEs) in high dimensions. Standard deterministi…
Multilayer modeling of adoption dynamics in energy demand management
Iacopo Iacopini, Benjamin Schäfer, Elsa Arcaute +2
Due to the emergence of new technologies, the whole electricity system is undergoing transformations on a scale and pace never observed before. The decentralization of energy resou…