Most of my research is about creating machine learning
systems that further automatize industrial processes
using data from optical sensors. Particularly, I like to
develop mechanical processes build around a machine
learning model.

**The fiber dimension of a graph**

Discrete Mathematics, arXiv:1601.04527**Heat-bath random walks with Markov bases**

with C. Stanley, Advances in Applied Mathematics, arXiv:1605.08386**Fiber graphs**

PhD thesis, OvGU Magdeburg, 01/2017**Rapid mixing and Markov bases**

SIAM Journal on Discrete Mathematics, arXiv:1505.03018**Parity binomial edge ideals**

with T. Kahle and C. Sarmiento, Journal of Algebraic Combinatorics, arXiv:1503.00584**On the Connectivity of Fiber Graphs**

with R. Hemmecke, Journal of Algebraic Statistics, arXiv:1405.0812

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