Andrei Kramer

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 3

Top Topics

Interactive Visual

Computationally Feasible

Parameter Estimation

Bayesian Analysis

Top Venues

Neuroinformatics

Publications

João P. G. Santos, Kadri Pajo, Daniel Trpevski, Andrey Stepaniuk, Olivia Eriksson, Anu G. Nair, Daniel Keller, Jeanette Hellgren Kotaleski, Andrei Kramer
A Modular Workflow for Model Building, Analysis, and Parameter Estimation in Systems Biology and Neuroscience. Neuroinformatics 20 (1) (2022)
Olivia Eriksson, Andrei Kramer, Federica Milinanni, Pierre Nyquist
Sensitivity Approximation by the Peano-Baker Series. CoRR (2021)
Olivia Eriksson, Alexandra Jauhiainen, Sara Maad Sasane, Andrei Kramer, Anu G. Nair, Carolina Sartorius, Jeanette Hellgren Kotaleski
Uncertainty quantification, propagation and characterization by Bayesian analysis combined with global sensitivity analysis applied to dynamical intracellular pathway models. Bioinform. 35 (2) (2019)
Andrei Kramer, Ben Calderhead, Nicole Radde
Hamiltonian Monte Carlo methods for efficient parameter estimation in steady state dynamical systems. BMC Bioinform. 15 (2014)
Andrei Kramer, Vassilios Stathopoulos, Mark A. Girolami, Nicole Radde
mcmc_clib-an advanced MCMC sampling package for ode models. Bioinform. 30 (20) (2014)
Corinna Vehlow, Jan Hasenauer, Andrei Kramer, Andreas Raue, Sabine Hug, Jens Timmer, Nicole Radde, Fabian J. Theis, Daniel Weiskopf
iVUN: interactive Visualization of Uncertain biochemical reaction Networks. BMC Bioinform. 14 (S-19) (2013)
Corinna Vehlow, Jan Hasenauer, Andrei Kramer, Julian Heinrich, Nicole Radde, Frank Allgöwer, Daniel Weiskopf
Uncertainty-aware visual analysis of biochemical reaction networks. BioVis (2012)
Patrick Weber, Andrei Kramer, Clemens Dingler, Nicole Radde
Trajectory-oriented Bayesian experiment design versus Fisher A-optimal design: an in depth comparison study. Bioinform. 28 (18) (2012)
Andrei Kramer, Nicole Radde
Towards experimental design using a Bayesian framework for parameter identification in dynamic intracellular network models. ICCS (1) (2010)
Andrei Kramer, Jan Hasenauer, Frank Allgöwer, Nicole Radde
Computation of the Posterior Entropy in a Bayesian Framework for Parameter Estimation in Biological Networks. CCA (2010)