Johannes Zonker: Coarse Graining of Agent-Based Models and Spatio-Temporal Modeling of Spreading Processes. Freie Universität Berlin (2023).
Felix Binkowski: Riesz-projection-based methods for the numerical simulation of resonance phenomena in nanophotonics. Freie Universität Berlin (2023).
Siva Prasad Chakri Dhanakoti: Study of Intrinsically Curved Elastic Rods Under External Loads with Applications to Concentric Tube Continuum Robots and their Control. Freie Universität Berlin (2023).
Martin Hanik: Geometric Data Analysis: Advancements of the Statistical Methodology and Applications. Freie Universität Berlin (2023).
Peter Tillmann: Optimizing bifacial tandem solar cells for realistic operation conditions. Freie Universität Berlin (2022).
Felix Paul Ambellan: Efficient Riemannian Statistical Shape Analysis with Applications in Disease Assessment. Freie Universität Berlin (2022).
Mattes Mollenhauer: On the Statistical Approximation of Conditional Expectation Operators. Freie Universität Berlin (2022).
Jan-Hendrik Niemann: Learning Reduced Models for Large-Scale Agent-Based Systems. Freie Universität Berlin (2022).
Niklas Wulkow: Modelling Observations of Dynamical Systems with Memory. Freie Universität Berlin (2022).
Luzie Helfmann: Non-stationary Transition Path Theory with applications to tipping and agent-based models. Freie Universität Berlin (2022).
Marc André Osterland: Data-driven Disease Assessment from time-resolved Fluorescence Optical Imaging. Freie Universität Berlin (2021).
Stefan Rüdrich: Methods to detect Evolutionary Constraints: Application to HIV. Freie Universität Berlin (2020).
Felix Meitzner: Influence of Ordinary Differential Equations on Neural Networks. Freie Universität Berlin (2019).
Christoph Gorgula: Free Energy Methods Involving Quantum Physics, Path Integrals, and Virtual Screenings - Development, Implementation and Application in Drug Discovery. Freie Universität Berlin (2018).
Christian Tobias Willenbockel: Divisive Variational Bayesian Algorithms for the Clustering of large and complex Networks with Applications to Earthquake Networks. Freie Universität Berlin (2017).
Patrick Gelß: The Tensor-Train Format and Its Application. Modeling and Analysis of Chemical Reaction Networks, Catalytic Processes and Brownian Dynamics. Freie Universität Berlin (2017).
Animesh Agarwal: Path Integral Techniques in Molecular Dynamics Simulations of Open Boundary Systems. Freie Universität Berlin (2016).
Tomasz Badowski: Adaptive importance sampling via minimization of estimators of cross-entropy, mean square and inefficiency constants. Freie Universität Berlin (2016).
Adman Daragmeh: Model Order Reduction of Linear Control Systems: Comparison of Balance Truncation and Singular Perturbation Approximation with Application to Optimal Control. Freie Universität Berlin (2016).
Raheem Gul: Mathematical Modeling and Sensitivity Analysis of Lumped Parameter Model of the Human Cardiovascular System. Freie Universität Berlin (2016).
Han Cheng Lie: Path Integral Techniques in Molecular Dynamics Simulations of Open Boundary Systems. Freie Universität Berlin (2016).
Adam Nielsen: On a strongly convex approximation of a stochastic optimal control problem for importance sampling of metastable diffusions. Freie Universität Berlin (2016).
Nisara Sriwattanaworachai: Spectral approach to metastability of non-reversible complex processes. Freie Universität Berlin (2016).
Illiusi Vega: Reconstruction and analysis of the state space for the identification of dynamical states in real-world time-series. Freie Universität Berlin (2016).
Vincent Dercksen: Visual computing techniques for the reconstruction and analysis of anatomically realistic neural network. Freie Universität Berlin (2015).
Kai Pöthkow: Modeling, Quantification and Visualization of Probabilistic Features in Fields with Uncertainties. Freie Universität Berlin (2015).
Ralf Banisch: Markov Processes Beyond Equilibrium and Optimal Control Theory, Applications, and Examples. Freie Universität Berlin (2015).
Sharon Hüffner: Modularity in Biological Networks. Freie Universität Berlin (2014).
Alexey Shadrin: Positional Information Storage in Sequence Patterns. Freie Universität Berlin (2014).
Kaveh Yousef: Stress responses in Escherichia coli and HIV as model systems of adaption to the environment. Freie Universität Berlin (2013).
Stephan Aiche: Inferring Proteolytic Processes from Mass Spectrometry Time Series Date. Freie Universität Berlin (2013).
Stefanie Winkelmann: Markov Decision Processes with Information Costs. Freie Universität Berlin (2013).
Pooja Gupta: Integrating high-density marker information into genetic evaluation of the honey bee. Freie Universität Berlin (2013).
Martin Held: Novel Concepts to study Conformation and Association Dynamics of Biomolecules. Freie Universität Berlin (2012).
Nataša Djurdjevac: Methods for analyzing Complex Networks using Random Walker Approach. Freie Universität Berlin (2012).
Jan Henrik Prinz: Advanced Estimation Methods for Markov Models of Dynamical Systems. Freie Universität Berlin (2012).
Stephan Menz: Hybrid stochastic-deterministic modeling of biochemical reaction networks. Freie Universität Berlin (2012).
Maximilian Weiß: A Kinetic Model for the Aionic Ring-opening Polymerization of Glycidol. Freie Universität Berlin (2012).
Christine Gräfe: The design and use of computer games for knowledge transfer of science education content between universities and K12-schools. Freie Universität Berlin (2011).
Sabine Pilari: Novel approaches to mechanistic pharmacokinetic/pharmacodynamic modeling Lumping of PBPK models and systems biology. Freie Universität Berlin (2011).
Marco Sarich: Projected Transfer Operators: Discretization of Markov Processes in High-Dimensional State Spaces. Freie Universität Berlin (2011).
Elmar Diederichs: Semi-Parametric Reduction of dimensionality statistical detection of rare events in molecular dynamics. Freie Universität Berlin (2009).
Andrea Weiße: Global sensitivity analysis of ordinary differential equations adaptive density propagation using approximate approximations. Freie Universität Berlin (2009).
Elke Meerbach: Off- and online detection of dynamical phases in time series with applications to molecular dynamics. Freie Universität Berlin (2008).
Tim Conrad: New Statistical Algorithms for the Analysis of Mass Spectometry Time-Of-Flight Mass Data with Applications in Clinical Diagnostics. Freie Universität Berlin (2008).
Evelyn Dittmer: Hidden Markov Models with time-continuous output behavior. Freie Universität Berlin (2007).
Philipp Metzner: Transition Path Theory for Markov Processes. Freie Universität Berlin (2007).
Regina Telgmann: Computer-aided Modeling - Computer- and software concepts support modeling proven by example of technical chemistry and pharmacology. Freie Universität Berlin (2007).
Johannes Schmidt-Ehrenberg: Analysis and Visualization of Molecular Conformations. Freie Universität Berlin (2007).
Carsten Hartmann: Model reduction in classical molecular dynamics. Freie Universität Berlin (2007).
Sönke Lorenz: The model-data overlap. A new approach to parameter estimation, model validation, selection and discrimination. Freie Universität Berlin (2005).
Jessika Walter: Averaging for Diffusive Fast-Slow Systems with Metastability in the Fast Variable. Freie Universität Berlin (2005).
Tobias Jahnke: Numerische Verfahren für fast-adiabatische Quantendynamik. Eberhard-Karls-Universität Tübingen (2003).
Illia Horenko: Modeling and Numerical Simulation of Quantum Effects in Molecular Dynamics. Freie Universität Berlin (2003).
Alexander Fischer: An Uncoupling-Coupling Method for Markov Chain Monte Carlo Simulations with an Application to Biomolecules. Freie Universität Berlin (2003).
Wilhelm Huisinga: Metastability of Markovian systems A transfer operator based approach in application to molecular dynamics. Freie Universität Berlin (2001).