1 code implementation • 4 Dec 2022 • Jordan Richards, Raphaël Huser, Emanuele Bevacqua, Jakob Zscheischler
Our results highlight that whilst VPD, air temperature, and drought significantly affect wildfire occurrence, only VPD affects wildfire spread.
no code implementations • 30 Oct 2021 • Younes Boulaguiem, Jakob Zscheischler, Edoardo Vignotto, Karin van der Wiel, Sebastian Engelke
Here we combine GANs with extreme value theory (evtGAN) to model spatial dependencies in summer maxima of temperature and winter maxima in precipitation over a large part of western Europe.
no code implementations • 11 Dec 2014 • Joris M. Mooij, Jonas Peters, Dominik Janzing, Jakob Zscheischler, Bernhard Schölkopf
We evaluate the performance of several bivariate causal discovery methods on these real-world benchmark data and in addition on artificially simulated data.
no code implementations • 15 Mar 2012 • Povilas Daniusis, Dominik Janzing, Joris Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schoelkopf
We consider two variables that are related to each other by an invertible function.