3 papers
cs.LG2025
CODE: A global approach to ODE dynamics learning
Nils Wildt, Daniel M. Tartakovsky, Sergey Oladyshkin +1
Ordinary differential equations (ODEs) are a conventional way to describe the observed dynamics of physical systems. Scientists typically hypothesize about dynamical behavior, prop…
cs.LG2024
Inferring Underwater Topography with FINN
CoÅku 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…