Project proposals

Inspired by my discussion with Lukáš about open science, I have decided to put up some research (and maybe even other) proposals that I would like to explore, preferably in collaboration with someone. Please, write me an email if you feel like we could work on some of these together.

Input convex neural operators

I have done some research in connecting physics and machine learning. A key architecture that I have employed were the ICNNs. I would like to extend their idea from neural networks to neural operators to achive a new structure-preserving design capable of learning convex functionals.

Lack-of-fit reduction for quantum master equations

In my diploma thesis, I derive some quantum master equations. I would like to use the lack-of-fit reduction proceedure to either rederive some of the existing equations or to find new ones with some interesting properites.

Startup(??)

At least once in my life, I would like to try to start a company. If you have an idea that we could work on together, let me know.