3 papers
physics.geo-ph2025
HydroStartML: A combined machine learning and physics-based approach to reduce hydrological model spin-up time
Louisa Pawusch, Stefania Scheurer, Wolfgang Nowak +1
Finding the initial depth-to-water table (DTWT) configuration of a catchment is a critical challenge when simulating the hydrological cycle with integrated models, significantly im…
cs.LG2024
Inferring Underwater Topography with FINN
Coşku Can Horuz, Matthias Karlbauer, Timothy Praditia +3
Spatiotemporal partial differential equations (PDEs) find extensive application across various scientific and engineering fields. While numerous models have emerged from both physi…
quant-ph2024
Overdispersion in gate tomography: Experiments and continuous, two-scale random walk model on the Bloch sphere
Wolfgang Nowak, Tim Brünnette, Merel Schalkers +1
Noisy intermediate-scale quantum computers (NISQ) are in their childhood, but showing high promise. One main concern for NISQ machines is their inherent noisiness, as the qubit sta…