• Bayesian Calibration and Validation of a Large‐Scale and Time‐Demanding Sediment Transport Model 

      Beckers, FelixORCIDiD; Heredia, AndrésORCIDiD; Noack, MarkusORCIDiD; Nowak, WolfgangORCIDiD; Wieprecht, SilkeORCIDiD; Oladyshkin, SergeyORCIDiD (Water Resources Research, 2020-07-24)
      This study suggests a stochastic Bayesian approach for calibrating and validating morphodynamic sediment transport models and for quantifying parametric uncertainties in order to alleviate limitations of conventional ...
    • Strategies for Simplifying Reactive Transport Models: A Bayesian Model Comparison 

      Schäfer Rodrigues Silva, Aline; Guthke, AnneliORCIDiD; Höge, MarvinORCIDiD; Cirpka, Olaf A.ORCIDiD; Nowak, WolfgangORCIDiD (Water Resources Research, 2020-11-22)
      For simulating reactive transport on aquifer scale, various modeling approaches have been proposed. They vary considerably in their computational demands and in the amount of data needed for their calibration. Typically, ...