Scholar
Mariel Pettee
Google Scholar ID: u2bOe1MAAAAJ
University of Wisconsin-Madison
Citations & Impact
Citations
48,684
H-index
122
i10-index
298
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- - A 24-dimensional & unbinned measurement of Z+jets events (2024)
- - Evidence of VH, H → ττ (2023)
- - xVal: A continuous numerical encoding for LLMs (2023)
- - Finding Stellar Streams (2023)
- - Point Cloud AI Methods for Pion Reconstruction (2022)
- - PirouNet: Creating dance through artist-centric deep learning (2022)
- - Symmetry Group Equivariant Architectures for Physics (2022)
- - EA ArtsIT 2022 Best Paper Award (PirouNet)
Research Experience
- - Assistant Professor at the University of Wisconsin-Madison, Department of Physics
- - Leads multiple research projects related to AI in physics and art
Background
- An Assistant Professor of Physics at the University of Wisconsin-Madison, leading a group of researchers designing new AI methods to enable discoveries in particle physics and astrophysics. Also a performing artist engaged in contemporary dance and theater, generating choreography with AI models trained on her own movements and integrating these models within her artistic practice.
Miscellany
- - Participated in various art projects such as mememormee (2023), Kinetech Arts Shows (2022), etc.
- - Interviewed on the Cognicast podcast about her research across AI, physics, and the performing arts (2022)
- - Gave a talk at the StrangeLoop conference on AI, dance, and the creative process (2021)
- - An AI-generated birdsong project featured in a 1-hour pop-up exhibit (2021)
- - As an intern with Intel's AI Lab, developed a Graph Neural Network to learn a latent graph representation of her dancing body (2020)
- - Mirror Exercise: An AI-generated duet with herself (2020)
- - SIGMA: A short film of entirely AI-generated movements (2019)
- - Beyond Imitation: Led a research project using variational autoencoders to generate choreography (2019)
Co-authors