Approximate Bayesian Computation for Stochastic Single-Cell Time-Lapse Data Using Multivariate Test Statistics. - Carolin Loos; Carsten Marr; Fabian J. Theis; Jan Hasenauer (CMSB, 2015)

Parameter Estimation for Reaction Rate Equation Constrained Mixture Models. - Carolin Loos; Anna Fiedler; Jan Hasenauer (CMSB, 2016)

Robust parameter estimation for dynamical systems from outlier-corrupted data. - Corinna Maier; Carolin Loos; Jan Hasenauer (Bioinform., 2017)

Hierarchical optimization for the efficient parametrization of ODE models. - Carolin Loos; Sabrina Krause; Jan Hasenauer (Bioinform., 2018)

PESTO: Parameter EStimation TOolbox. - Paul Stapor; Daniel Weindl; Benjamin Ballnus; Sabine Hug; Carolin Loos; Anna Fiedler; Sabrina Krause; Sabrina Hross; Fabian Fröhlich; Jan Hasenauer (Bioinform., 2018)

Benchmark problems for dynamic modeling of intracellular processes. - Helge Hass; Carolin Loos; Elba Raimúndez-Álvarez; Jens Timmer; Jan Hasenauer; Clemens Kreutz (Bioinform., 2019)

PEtab - Interoperable specification of parameter estimation problems in systems biology. - Leonard Schmiester; Yannik Schälte; Frank T. Bergmann; Tacio Camba; Erika Dudkin; Janine Egert; Fabian Fröhlich; Lara Fuhrmann; Adrian L. Hauber; Svenja Kemmer; Polina A. Lakrisenko; Carolin Loos; et al. (PLoS Comput. Biol., 2021)