Carolin Loos

According to our database, Carolin Loos authored at least 7 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

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, Simon Merkt, Wolfgang Müller, Dilan Pathirana, Elba Raimúndez-Álvarez, Lukas Refisch, Marcus Rosenblatt, Paul Stapor, Philipp Städter, Dantong Wang, Franz-Georg Wieland, Julio R. Banga, Jens Timmer, Alejandro F. Villaverde, Sven Sahle, Clemens Kreutz, Jan Hasenauer, Daniel Weindl

PLoS Comput. Biol., 2021

2019

Benchmark problems for dynamic modeling of intracellular processes.

Helge Hass, Carolin Loos, Elba Raimúndez-Álvarez, Jens Timmer, Jan Hasenauer, Clemens Kreutz

Bioinform., 2019

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

Hierarchical optimization for the efficient parametrization of ODE models.

Carolin Loos, Sabrina Krause, Jan Hasenauer

Bioinform., 2018

2017

Robust parameter estimation for dynamical systems from outlier-corrupted data.

Corinna Maier, Carolin Loos, Jan Hasenauer

Bioinform., 2017

2016

Parameter Estimation for Reaction Rate Equation Constrained Mixture Models.

Carolin Loos, Anna Fiedler, Jan Hasenauer

Proceedings of the Computational Methods in Systems Biology, 2016

2015

Approximate Bayesian Computation for Stochastic Single-Cell Time-Lapse Data Using Multivariate Test Statistics.

Carolin Loos, Carsten Marr, Fabian J. Theis, Jan Hasenauer

Proceedings of the Computational Methods in Systems Biology, 2015