Publications

Causal Effect Networks

Kretschmer, M., D. Coumou, J. F. Donges, and J. Runge (2016), Using Causal Effect Networks to analyze different Arctic drivers of mid-latitude winter circulation, J. Clim., 4069–4081, doi:10.1175/JCLI-D-15-0654.1.

Analog Forecast and KF

Djalova et al., 2015. PM2.5 analog forecast and Kalman filter post-processing for the Community Multiscale Air Quality (CMAQ) model Djalova et al.2015

Deep Learning : CNN

Hurricanes Identification