8 citations · 10 across the 2 of their papers we have counts for
2 papers
physics.flu-dyn2023★ 2 cited
Deep learning based surrogate modeling for thermal plume prediction of groundwater heat pumps
Kyle Davis, Raphael Leiteritz, Dirk Pflüger +1
The ability for groundwater heat pumps to meet space heating and cooling demands without relying on fossil fuels, has prompted their mass roll out in dense urban environments. In r…
cs.LG2021★ 8 cited
How to Avoid Trivial Solutions in Physics-Informed Neural Networks
Raphael Leiteritz, Dirk Pflüger
The advent of scientific machine learning (SciML) has opened up a new field with many promises and challenges in the field of simulation science by developing approaches at the int…