Andrei Kramer

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 et al. · Bioinformatics · 2018 · 39 citations · Full text

Computing, Neurobiology, Neuroscience +17

Combining hypothesis- and data-driven neuroscience modeling in FAIR workflows

Olivia Eriksson, Upinder S. Bhalla, Kim T. Blackwell et al. · eLife · 2022 · 38 citations · Full text

Life Sciences, Neuroscience, Biological Systems Modeling +16

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

Andrei Kramer, Ben Calderhead, Nicole Radde · BMC Bioinformatics · 2014 · 30 citations · Full text

Natural Sciences, Biophysics, Biological Systems Modeling +14

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2

Leonid L. Rubchinsky, Sungwoo Ahn, Wouter Klijn et al. · BMC Neuroscience · 2017 · 19 citations · Full text

Computing, High-performance Computing, Neuroscience +17

Computation of the posterior entropy in a Bayesian framework for parameter estimation in biological networks

Andrei Kramer, Jan Hasenauer, Frank Allgöwer et al. · 2010 · 15 citations

Public Health, Biostatistics, Cell Biology +13