Projects
Current focus
Kinetic energy functional
Making orbital-free density functional theory a reality
We work on making quantum chemical predictions with chemical accuracy, without orbitals and at a fraction of the cost.
Selected contributions
![ilastik](/images/ilastik-logo.jpeg)
ilastik
Interactive ML for biology
Now headed by Anna Kreshuk at EMBL, ilastik facilitates quantitative image analysis and has many users in biology.
![Signed Graph Partitioning](/images/connectomics.jpg)
Signed Graph Partitioning
Fast heuristics for image analysis
One decade of work from exactly solving the multicut problem, to the fast mutex watershed and the generalized gasp heuristic.
![PlantSeg](/images/plantseg.png)
PlantSeg
3D instance segmentation
PlantSeg is a deep learning tool for cell instance segmentation tailored to the needs of plant biologists.