I'm an Assistant Professor of Physics at the University of Wisconsin-Madison, where I lead a group of researchers designing new AI methods to enable discoveries in particle physics and astrophysics.
I'm also a performing artist engaged in contemporary dance and theater. I lead research teams generating choreography with AI models trained on my own movements and integrate these models within my artistic practice.
A 24-dimensional & unbinned measurement of Z+jets events
2024
This precision measurement of high-momentum Z boson events uses neural networks to reduce detector distortions and therefore facilitate direct comparison with theoretical QCD predictions.
Symmetry Group Equivariant Architectures for Physics
2022
We argue that the introduction of symmetries into an AI model's fundamental structural design can yield models that are more economical, interpretable, and/or trainable.
An interview on the Cognicast podcast, hosted by technologist and musician Robert Randolph, about my research across AI, physics, and the performing arts.
