Doctoral Students

Viktor Grimm

Title of the project

Predicting the flow in patient-specific aneurysm geometries using convolutional neural networks

Supervisor

Prof. Dr. Axel Klawonn

I joined the HDS-LEE program because...

I believe that helping people is the most rewarding effort in life and my work in the program contributes a lot to it.

Johannes Kruse

Title of the project

Statistic and data-based methods for energy system analysis and modelling

Supervisor

Jun. Prof. Dr. Dirk Witthaut

I joined the HDS-LEE program because...

I would like to understand how we can implement and operate future renewable energy systems that are governed by different heterogeneous time series and their complex interactions.

Danimir Doncevic

Title of the project

Optimal data-driven models for optimization-based design of energy systems

Supervisor

Prof. Dr. Alexander Mitsos

I joined the HDS-LEE program because...

I want to be on the forefront of scientific and technological developments.

Cristiano Köhler

Title of the project

An approach to tracking the provenance of data acquisition and analysis in neuroscience

Supervisor

Prof. Sonja Grün

I joined the HDS-LEE program because...

I want to get training in data science in the context of my main scientific interest: neuroscience.

Anna Simson

Title of the project

Hybrid Data Assimilation for Applications in Cryosphere Physics

Supervisor

Jun.-Prof. Dr. Julia Kowalski

I joined the HDS-LEE program because...

I want to benefit from the trainings and the interdisciplinary supervision provided by the graduate school to advance my research.

Jorge Guzmán

Title of the project

Structure identification of mesoscopic biological interaction networks from data

Supervisor

Prof. Dr. Andreas Schuppert

I joined the HDS-LEE program because...

it allows me to study complex systems on a highly interdisciplinary environment. The projects are cutting edge and there is a strong emphasis on the development of advanced computational skills, essential in any field of applied science.

Melven Röhrig-Zöllner

Title of the project

Performance of Dense and Sparse Tensor Operations in Applications

Supervisor

Dr.-Ing. Achim Basermann

I joined the HDS-LEE program because...

I want to focus on interesting inter-disciplinary problems and to work together with people from different research fields.

Stephan Malzacher

Title of the project

Standardised data acquisition in biocatalysis according to the FAIR principles

Supervisor

Prof. Dr. Wolfgang Wiechert

I joined the HDS-LEE program because...

I want to get the opportunity to learn about data science from leading scientist and meet other PhD students working in this field.

Karina Ruzaeva

Title of the project

Geometry-aware image analysis for microfluidic live-cell experimentation

Supervisor

Prof. Dr. Benjamin Berkels

I joined the HDS-LEE program because...

I am obsessed with data science and I would like to know more about different applications of it in image processing.

Title of the project

MCMC-based Bayesian ensemble modeling to address model uncertainty in metabolic network inference

Supervisor

Prof. Dr. Wolfgang Wiechert

Title of the project

Process-Inspired Data Acquisition for Autonomous Ice Exploration Robots on Earth and Beyond

Supervisor

Jun.-Prof. Dr. Julia Kowalski

Title of the project

Scenario generation for optimization-based design and operation of multimodal energy systems under uncertainty

Supervisor

Prof. Dr. Alexander Mitsos

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