Research Projects – CSE-Lab

Numerics

Derandomized Evolution Strategies and Local Learning Algorithms

Sampling Algorithms

Particle Methods for Discrete and Continuum Simulations

Wavelet Particle Methods

Accelerated Stochastic Simulation Algorithms

Atomistic-Continuum Couplings

Life Sciences

Blood Flow Simulations

Obstetrics

Tumor induced Angiogenesis

Systems Biology of the Drosophila Wing

Virus Traffic

Fluid Mechanics

Collective Swimming

Bio-inspired Flying and Swimming

Compressible Multiphase Flows

Multiphase Flows with Surface Tension

Vortex Dynamics

Nanotechnology

Nanoscale Fluid Transport

Water flow in Double-Walled CNT

Nanoscale Heat Transfer

Uncertainty Quantification

The Korali Framework

Hierarchical Bayesian Models

Bayesian Inference

Artificial Intelligence

Reinforcement Learning

Recurrent Neural Networks

Past Research

Computational Analysis of the Codon Bias
Fundamental Research on Ceramic Nanoparticles
Muldidisziplinaere 3D Design Optimierung von Turbomaschinen mit Evolutionsstrategien
Origin and Control of Thermoacoustic Instabilities in Turbulent Lean Premixed Gas Turbine
Reverse Engineering of Genetic Regulatory Networks
Active Control of Combustion in Gas Turbines