List of works - Fabian Fröhlich

A Hierarchical, Data-Driven Approach to Modeling Single-Cell Populations Predicts Latent Causes of Cell-To-Cell Variability

scientific article published on 02 May 2018

Benchmarking optimization methods for parameter estimation in large kinetic models.

scientific article published in March 2019

CERENA: ChEmical REaction Network Analyzer--A Toolbox for the Simulation and Analysis of Stochastic Chemical Kinetics

scientific article

Combination treatment optimization using a pan-cancer pathway model

scientific article published on 28 December 2021

Design and characterization of a modular membrane protein anchor to functionalize the moss Physcomitrella patens with extracellular catalytic and/or binding activities

scientific article published on December 2014

Efficient Parameter Estimation Enables the Prediction of Drug Response Using a Mechanistic Pan-Cancer Pathway Model

scientific article published on 28 November 2018

Efficient parameterization of large-scale dynamic models based on relative measurements

scientific article published on 01 January 2020

Erratum: Publisher Correction: Multi-experiment nonlinear mixed effect modeling of single-cell translation kinetics after transfection

scientific article published on 07 March 2019

Fides: Reliable trust-region optimization for parameter estimation of ordinary differential equation models

scientific article published on 13 July 2022

GenSSI 2.0: Multi-experiment structural identifiability analysis of SBML models.

scientific article published on 30 November 2017

Inference for Stochastic Chemical Kinetics Using Moment Equations and System Size Expansion

scientific article

Mechanistic hierarchical population model identifies latent causes of cell-to-cell variability

Mechanistic model of <scp>MAPK</scp> signaling reveals how allostery and rewiring contribute to drug resistance

scientific article published in 2023

Multi-Experiment Nonlinear Mixed Effect Modeling of Single-Cell Translation Kinetics after Transfection

Multi-experiment nonlinear mixed effect modeling of single-cell translation kinetics after transfection

Multi-experiment nonlinear mixed effect modeling of single-cell translation kinetics after transfection.

scientific article published on 10 December 2018

Optimization and profile calculation of ODE models using second order adjoint sensitivity analysis.

scientific article published in July 2018

PESTO: Parameter EStimation TOolbox

scientific article published on 23 October 2017

Parameter estimation for dynamical systems with discrete events and logical operations

scientific article published on 31 December 2016

Radial Basis Function Approximations of Bayesian Parameter Posterior Densities for Uncertainty Analysis

Receptor-Driven ERK Pulses Reconfigure MAPK Signaling and Enable Persistence of Drug-Adapted BRAF-Mutant Melanoma Cells

scientific article published on 21 October 2020

Scalable Inference of Ordinary Differential Equation Models of Biochemical Processes

scientific article published on 01 January 2019

Scalable Parameter Estimation for Genome-Scale Biochemical Reaction Networks

scientific article (publication date: 2017)

Uncertainty Analysis for Non-identifiable Dynamical Systems: Profile Likelihoods, Bootstrapping and More

article by Fabian Fröhlich et al published 2014 in Lecture Notes in Computer Science

List of works by Fabian Fröhlich