Carolin Loos

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 6

Top Topics

Parameter Estimation

Estimation Problems

Automatic Model Selection

Top Venues

PLoS Comput. Biol.

Publications

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, Simon Merkt, Wolfgang Müller, Dilan Pathirana, Elba Raimúndez-Álvarez, Lukas Refisch, Marcus Rosenblatt, Paul L. Stapor, Philipp Städter, Dantong Wang, Franz-Georg Wieland, Julio R. Banga, Jens Timmer, Alejandro F. Villaverde, Sven Sahle, Clemens Kreutz, Jan Hasenauer, Daniel Weindl
PEtab - Interoperable specification of parameter estimation problems in systems biology. PLoS Comput. Biol. 17 (1) (2021)
Helge Hass, Carolin Loos, Elba Raimúndez-Álvarez, Jens Timmer, Jan Hasenauer, Clemens Kreutz
Benchmark problems for dynamic modeling of intracellular processes. Bioinform. 35 (17) (2019)
Carolin Loos, Sabrina Krause, Jan Hasenauer
Hierarchical optimization for the efficient parametrization of ODE models. Bioinform. 34 (24) (2018)
Paul Stapor, Daniel Weindl, Benjamin Ballnus, Sabine Hug, Carolin Loos, Anna Fiedler, Sabrina Krause, Sabrina Hross, Fabian Fröhlich, Jan Hasenauer
PESTO: Parameter EStimation TOolbox. Bioinform. 34 (4) (2018)
Corinna Maier, Carolin Loos, Jan Hasenauer
Robust parameter estimation for dynamical systems from outlier-corrupted data. Bioinform. 33 (5) (2017)
Carolin Loos, Anna Fiedler, Jan Hasenauer
Parameter Estimation for Reaction Rate Equation Constrained Mixture Models. CMSB (2016)
Carolin Loos, Carsten Marr, Fabian J. Theis, Jan Hasenauer
Approximate Bayesian Computation for Stochastic Single-Cell Time-Lapse Data Using Multivariate Test Statistics. CMSB (2015)