Since March 2003 I am a
Postdoc
in the
Advanced Study Program
at the
National Center for Atmospheric Research.
I received my PhD in 2003 from the
Department of Meteorology at the
University of Bonn, Germany.
THESIS WORK
My thesis is on Detection and Stochastic Modeling of Nonlinear
Signatures in the Geopotential height Field of an AGCM .
I developed a nonlinear stochastic model with multiplicative noise for
atmospheric low-frequency variability. Further work includes the
detection of low-dimensional phase spaces that capture the nonlinear
signal in the velocities and probability density function of the
projected geopotential height field.
CURRENT WORK
Development of stochastic parameterizations for simple models.
RESEARCH INTERESTS
Nonlinear and linear stochastic processes with multiplicative/additive noise.
Stochastic parameterization of subgrid-scale processes.
On which timescale can the dynamical evolution of a deterministic system be
approximated by a stochastic process?
State-dependent prediction and predictability.
Detection and optimal representation of nonlinear signatures.
Optimal representation of atmospheric dynamics in truncated models.
Dynamical interpretation of nonlinear signatures in the geopotential
height field.