Moritz
Münchmeyer

Senior Postdoctoral Fellow at Perimeter Institute • Cofounder of Wolution

Moritz Münchmeyer

Welcome to my website! I’m a cosmologist and currently a Senior Postdoc at Perimeter Institute for Theoretical Physics. In my research I combine theoretical investigation, the most powerful cosmological probes and methods from artificial intelligence to deepen our understanding of the universe. I am also a co-founder of the machine learning company Wolution, which provides image and video analysis to clients in research and industry. You can find out more about my projects below.

Research interests

In my research I combine some of the most exciting cosmological observables, such as the Cosmic Microwave Background and galaxy surveys, with techniques from data science and in particular machine learning. Using analytical and computational methods, I find new ways to probe fundamental physics to ultimately answer questions such as what happened at the big bang.

Fundamental physics with cosmology.

In cosmology, we can look back through time, up to the big bang, by combining very sophisticated experiments and deep theoretical analysis. To me this is one of the most fascinating endeavors that humans have ever attempted and made progress in. My research connects fundamental theory and experiment by finding new ways in which data can be analyzed to obtain new insights or discoveries. I am studying the properties of the matter and radiation which fill the universe and can teach us about the most fundamental theories of physics, such as string theory.

Machine learning in Cosmology.

Machine learning has revolutionized many aspects of technology, for example image and speech recognition, but is not yet very important in the precision science of cosmology. Machine learning tools are often too uncontrolled or poorly understood to deal with the percent level accuracy required in cosmology, and they have been developed for totally different types of data. In my research, I try to bridge this gap by developing new machine learning tools and techniques, specifically made to solve challenges in cosmology.

You can learn more about my research here, browse recent projects here, or have a look into my publications and talks.

Entrepreneurship

I am a founder of the machine learning based scientific image analysis platform Wolution. Wolution uses modern deep learning algorithms for image and video analysis. Our focus is on making these algorithms accessible to researchers and engineers who don’t have the expertise or time to implement such algorithms themselves. I am leading algorithm development and implementation in my spare time. Check out our company blog to see what is happening at Wolution.

Publications and talks

A few recent publications which I am excited about are:

You can find a complete list of my publications and talks here, and statistical information about my publications on my Inspire profile.

Contact

You can contact me by writing to: moritz.muenchmeyer@gmail.com