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Andrei Kramer
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2020 – today
- 2022
- [j6]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): 241-259 (2022) - 2021
- [i1]Olivia Eriksson, Andrei Kramer, Federica Milinanni, Pierre Nyquist:
Sensitivity Approximation by the Peano-Baker Series. CoRR abs/2109.00067 (2021)
2010 – 2019
- 2019
- [j5]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): 284-292 (2019) - 2014
- [j4]Andrei Kramer, Vassilios Stathopoulos, Mark A. Girolami, Nicole Radde:
mcmc_clib-an advanced MCMC sampling package for ode models. Bioinform. 30(20): 2991-2992 (2014) - [j3]Andrei Kramer, Ben Calderhead, Nicole Radde:
Hamiltonian Monte Carlo methods for efficient parameter estimation in steady state dynamical systems. BMC Bioinform. 15: 253 (2014) - 2013
- [j2]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): S2 (2013) - 2012
- [j1]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): 535-541 (2012) - [c3]Corinna Vehlow, Jan Hasenauer, Andrei Kramer, Julian Heinrich, Nicole Radde, Frank Allgöwer, Daniel Weiskopf:
Uncertainty-aware visual analysis of biochemical reaction networks. BioVis 2012: 91-98 - 2010
- [c2]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: 493-498 - [c1]Andrei Kramer, Nicole Radde:
Towards experimental design using a Bayesian framework for parameter identification in dynamic intracellular network models. ICCS 2010: 1645-1653
Coauthor Index
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