Appraisal of data-driven and mechanistic emulators of nonlinear simulators: The case of hydrodynamic urban drainage models

Author:

Carbajal Juan PabloORCID,Leitão João Paulo,Albert Carlo,Rieckermann JörgORCID

Funder

European Unions Horizon 2020 research and innovation programme

Publisher

Elsevier BV

Subject

Ecological Modelling,Environmental Engineering,Software

Reference38 articles.

1. A review of the decomposition method and some recent results for nonlinear equations;Adomian;Comput. Math. Appl.,1991

2. A mechanistic dynamic emulator;Albert;Nonlinear Anal. Real World Appl.,2012

3. Blind source separation for groundwater pressure analysis based on nonnegative matrix factorization;Alexandrov;Water Resour. Res.,2014

4. A Fast, Hybrid, Power-efficient High-precision Solver for Large Linear Systems Based on Low-precision Hardware. Sustainable Computing: Informatics and Systems;Angerer,2015

5. Model order reduction for linear and nonlinear systems: a system-theoretic perspective;Baur;Archives Comput. Methods Eng.,2014

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