166 citations · 414 across the 20 of their papers we have counts for
4 papers · 1 filter
Probabilistic simulation of partial differential equations
Philipp Frank, Torsten A. Enßlin
Computer simulations of differential equations require a time discretization, which inhibits to identify the exact solution with certainty. Probabilistic simulations take this into…
Dynamical field inference and supersymmetry
Margret Westerkamp, Igor Ovchinnikov, Philipp Frank +1
Knowledge on evolving physical fields is of paramount importance in science, technology, and economics. Dynamical field inference (DFI) addresses the problem of reconstructing a st…
Bayesian decomposition of the Galactic multi-frequency sky using probabilistic autoencoders
Sara Milosevic, Philipp Frank, Reimar H. Leike +2
All-sky observations of the Milky Way show both Galactic and non-Galactic diffuse emission, for example from interstellar matter or the cosmic microwave background (CMB). The diffe…
Variable structures in M87* from space, time and frequency resolved interferometry
Philipp Arras, Philipp Frank, Philipp Haim +4
Observing the dynamics of compact astrophysical objects provides insights into their inner workings, thereby probing physics under extreme conditions. The immediate vicinity of an…