I'm a ELLIS PhD Student at the MPI-IS in Tübingen
supervised by Bernhard Schölkopf and Alessandra Buonanno
My research combines fundamental questions in machine learning,
including deep generative modeling and simulation-based inference...
...with applications in the sciences, like particle physics and gravitational-wave physics.
Some of my recent publications:
12/2023
J. Birk, E. Buhmann, C. Ewen, G. Kasieczka, D. Shih
10/2023
E. Buhmann, C. Ewen, G. Kasieczka, V. Mikuni, B. Nachman, D. Shih
10/2023
E. Buhmann, C. Ewen, D. A. Faroughy, T. Golling, G. Kasieczka, M. Leigh, G. Quétant, J. A. Raine, D. Sengupta, D. Shih
Some coding projects and tools used:
2024
Easily train and evaluate multiple generative models on various particle physics datasets
2023
Convolutional neural network tutorial for the ErumData deep learning school
2023
FastJet jet clustering tutorial for LHC Olympics data
Some web development projects of mine:
2024
My personal portfolio — an interactive, scroll-driven 3D experience showcasing my research and projects.
2024
Website for a student consultancy, with animated, scroll-driven storytelling.
2026
Promo site for a gravitational-wave benchmark, with a live leaderboard backed by a database.