Andrei Kramer

According to our database, Andrei Kramer authored at least 10 papers between 2010 and 2022.

Collaborative distances:

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

2022

A Modular Workflow for Model Building, Analysis, and Parameter Estimation in Systems Biology and Neuroscience.

João P. G. Santos, Kadri Pajo, Daniel Trpevski, Andrey Stepaniuk, Olivia Eriksson, Anu G. Nair, Daniel Keller, Jeanette Hellgren Kotaleski, Andrei Kramer

Neuroinformatics, 2022

2021

Sensitivity Approximation by the Peano-Baker Series.

Olivia Eriksson, Andrei Kramer, Federica Milinanni, Pierre Nyquist

CoRR, 2021

2019

Uncertainty quantification, propagation and characterization by Bayesian analysis combined with global sensitivity analysis applied to dynamical intracellular pathway models.

Olivia Eriksson, Alexandra Jauhiainen, Sara Maad Sasane, Andrei Kramer, Anu G. Nair, Carolina Sartorius, Jeanette Hellgren Kotaleski

Bioinform., 2019

2014

Hamiltonian Monte Carlo methods for efficient parameter estimation in steady state dynamical systems.

Andrei Kramer, Ben Calderhead, Nicole Radde

BMC Bioinform., 2014

mcmc_clib-an advanced MCMC sampling package for ode models.

Andrei Kramer, Vassilios Stathopoulos, Mark A. Girolami, Nicole Radde

Bioinform., 2014

2013

iVUN: interactive Visualization of Uncertain biochemical reaction Networks.

Corinna Vehlow, Jan Hasenauer, Andrei Kramer, Andreas Raue, Sabine Hug, Jens Timmer, Nicole Radde, Fabian J. Theis, Daniel Weiskopf

BMC Bioinform., 2013

2012

Trajectory-oriented Bayesian experiment design versus Fisher A-optimal design: an in depth comparison study.

Patrick Weber, Andrei Kramer, Clemens Dingler, Nicole Radde

Bioinform., 2012

Uncertainty-aware visual analysis of biochemical reaction networks.

Corinna Vehlow, Jan Hasenauer, Andrei Kramer, Julian Heinrich, Nicole Radde, Frank Allgöwer, Daniel Weiskopf

Proceedings of the 2012 IEEE Symposium on Biological Data Visualization, 2012

2010

Towards experimental design using a Bayesian framework for parameter identification in dynamic intracellular network models.

Andrei Kramer, Nicole Radde

Proceedings of the International Conference on Computational Science, 2010

Computation of the Posterior Entropy in a Bayesian Framework for Parameter Estimation in Biological Networks.

Andrei Kramer, Jan Hasenauer, Frank Allgöwer, Nicole Radde

Proceedings of the IEEE International Conference on Control Applications, 2010