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Research Notes & Project & Ideas

The following lists contains active research questions in my personal research and that of my group members.

  • Multiscale Data Assimilation - with Aamir Nadeem [PHD]
  • Model Approximations and Model Diagnostics in Data Assimilation Cycles - with Babatunde Odunuga [PHD]
  • Mathematica Analysis of Multistep Data Assimilation - with Perianez, Reich, Schraff, Rhodin
  • Assimilating Satellite Cloud Product in an Ensemble Data Assimilation for NWP - with Schomburg and Schraff
  • <hi>Orthogonality Sampling/ Direct Sampling and inverting the Bessel Volume Potential - RP</hi>

no7original.jpgno7reconstruction.jpgz_no4_20150728t152030reconstruction.jpg
Original and reconstruction from a far field pattern of uniform sources located in the rectangle, here using 7 different frequencies (left), using four frequencies between wavenumber 1.5 and 2.5, one incident field only (right). This is work in progress.

  • GPS Slant Delay Operator - with Michael Bender et al.
  • GPS Tomography Algorithms - with Michael Bender et al
  • Particle Filter for Large Scale Problems in NWP - with Schraff, Rhodin, Reich
  • SEVIRI infrared radiance assimilation for convective models - with Otkin, Perianez et al.
  • Mathematical Analysis for Ensemble Kalman Filter Convergence Questions - with Perianez et al. [PHD]

  • Data Assimilation in Neural Field and Neural Mass Models - with Ingo Bojak
  • Radar data assimilation in convective models - with Theresa Bick et al.


Radar Data Assimilation based on an Ensemble Kalman Filter in a Convection Permitting Model with Rapid Update Cycle. Experiments carried out by Bick et al.

  • Kilometer Scale Ensemble Data Assimilation (KENDA) - with Schraff, Reich, Rhodin et al. [under review]
  • Diagnostics for Ensemble Data Assimilation Systems - with Dora Föhring, Rhodin and Köpken-Watts
  • Wind Power Assimilation OSSE - with Stefan Declair, Annika Schomburg et al.

  • Ensemble Data Assimilation for the ICON Model (IEDA) - with Ana Fernandez et al.
  • Inverse Problems for Delay Neural Field Equations - with Jehan Alswailhi [PHD]
  • Ensemble Methods for Inverse Scattering Problems - with Quaz Muhammad Zaigham Zia
  • Photovoltaic Measurement Assimilation for Energy Applications - with Annika Schomburg et al.
  • <hi>Data Assimilation for Cognitive Structures</hi> - RP
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