4 citations · 4 across the 2 of their papers we have counts for
3 papers
Enhancing Carbon Emission Reduction Strategies using OCO and ICOS data
Oskar Åström, Carina Geldhauser, Markus Grillitsch +2
We propose a methodology to enhance local CO2 monitoring by integrating satellite data from the Orbiting Carbon Observatories (OCO-2 and OCO-3) with ground level observations from…
Gradient is All You Need? How Consensus-Based Optimization can be Interpreted as a Stochastic Relaxation of Gradient Descent
Konstantin Riedl, Timo Klock, Carina Geldhauser +1
In this paper, we provide a novel analytical perspective on the theoretical understanding of gradient-based learning algorithms by interpreting consensus-based optimization (CBO),…
A simulated annealing approach to optimal storing in a multi-level warehouse
Alexander Eckrot, Carina Geldhauser, Jan Jurczyk
We propose a simulated annealing algorithm specifically tailored to optimise total retrieval times in a multi-level warehouse under complex pre-batched picking constraints. Experim…