7 citations · 7 across the 3 of their papers we have counts for
3 papers
WISE: Whitebox Image Stylization by Example-based Learning
Winfried Lötzsch, Max Reimann, Martin Büssemeyer +3
Image-based artistic rendering can synthesize a variety of expressive styles using algorithmic image filtering. In contrast to deep learning-based methods, these heuristics-based f…
Towards Learning Self-Organized Criticality of Rydberg Atoms using Graph Neural Networks
Simon Ohler, Daniel Brady, Winfried Lötzsch +2
Self-Organized Criticality (SOC) is a ubiquitous dynamical phenomenon believed to be responsible for the emergence of universal scale-invariant behavior in many, seemingly unrelate…
Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks
Winfried Lötzsch, Simon Ohler, Johannes S. Otterbach
As an alternative to classical numerical solvers for partial differential equations (PDEs) subject to boundary value constraints, there has been a surge of interest in investigatin…