165 citations · 368 across the 20 of their papers we have counts for
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Application of dense neural networks for manifold-based modeling of flame-wall interactions
Julian Bissantz, Jeremy Karpowski, Matthias Steinhausen +5
Artifical neural networks (ANNs) are universal approximators capable of learning any correlation between arbitrary input data with corresponding outputs, which can also be exploite…
Numerical Investigation of the Local Thermo-Chemical State in a Thermo-Acoustically Unstable Dual Swirl Gas Turbine Model Combustor
T. Jeremy P. Karpowski, Federica Ferraro, Matthias Steinhausen +6
In this work, the thermo-acoustic instabilities of a gas turbine model combustor, the so-called SFB606 combustor, are numerically investigated using Large Eddy Simulation (LES) com…
The potential of retrofitting existing coal power plants: a case study for operation with green iron
Johannes Janicka, Paulo Debiagi, Arne Scholtissek +5
Storing electrical energy for long periods and transporting it over long distances is an essential task of the necessary transition to a CO-free energy economy. An oxidation-re…
Techno-economic assessment of long-distance supply chains of energy carriers: Comparing hydrogen and iron for carbon-free electricity generation
Jannik Neumann, Rodolfo Cavaliere Da Rocha, Paulo Debiagi +4
Effective usage of renewable energy requires ways of storage and delivery to balance energy demand and availability divergences. Carbon-free chemical energy carriers are proposed s…