77 citations · 123 across the 7 of their papers we have counts for
4 papers · 1 filter
Inference of signals with unknown correlation structure from nonlinear measurements
Jakob Knollmüller, Theo Steininger, Torsten A. Enßlin
We present a method to reconstruct autocorrelated signals together with their autocorrelation structure from nonlinear, noisy measurements for arbitrary monotonous nonlinear instru…
Field dynamics inference via spectral density estimation
Philipp Frank, Theo Steininger, Torsten A. Enßlin
Stochastic differential equations (SDEs) are of utmost importance in various scientific and industrial areas. They are the natural description of dynamical processes whose precise…
NIFTy 3 - Numerical Information Field Theory - A Python framework for multicomponent signal inference on HPC clusters
Theo Steininger, Jait Dixit, Philipp Frank +10
NIFTy, "Numerical Information Field Theory", is a software framework designed to ease the development and implementation of field inference algorithms. Field equations are formulat…
Search for quasi-periodic signals in magnetar giant flares
Daniel Pumpe, Michael Gabler, Theo Steininger +1
Quasi-periodic oscillations (QPOs) discovered in the decaying tails of giant flares of magnetars are believed to be torsional oscillations of neutron stars. These QPOs have a high…