Carsten F. Dormann

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 4

Top Topics

Gradient Boosting

Top Venues

Environ. Model. Softw.

Commun. Stat. Simul. Comput.

Appl. Netw. Sci.

Publications

William J. Castillo, Laura A. Burkle, Carsten F. Dormann
Dynamics of a plant-pollinator network: extending the Bianconi-Barabási model. Appl. Netw. Sci. 9 (1) (2024)
Marieke Wesselkamp, Matthew Chantry, Ewan Pinnington, Margarita Choulga, Souhail Boussetta, Maria Kalweit, Joschka Boedecker, Carsten F. Dormann, Florian Pappenberger, Gianpaolo Balsamo
Advances in Land Surface Model-based Forecasting: A comparative study of LSTM, Gradient Boosting, and Feedforward Neural Network Models as prognostic state emulators. CoRR (2024)
Maurizio Bagnara, Ramiro Silveyra González, Stefan Reifenberg, Jörg Steinkamp, Thomas Hickler, Christian Werner, Carsten F. Dormann, Florian Hartig
An R package facilitating sensitivity analysis, calibration and forward simulations with the LPJ-GUESS dynamic vegetation model. Environ. Model. Softw. 111 (2019)
Severin Hauenstein, Simon N. Wood, Carsten F. Dormann
Computing AIC for black-box models using generalized degrees of freedom: A comparison with cross-validation. Commun. Stat. Simul. Comput. 47 (5) (2018)