Daniel Winklehner

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 2

Top Topics

Radio Frequency

High Energy Physics

Detection Algorithm

False Alarm Probability

Top Venues

Mach. Learn. Sci. Technol.

Publications

Joshua Villarreal, Daniel Winklehner, Daniel Koser, Janet Marie Conrad
Neural networks as effective surrogate models of radio-frequency quadrupole particle accelerator simulations. Mach. Learn. Sci. Technol. 5 (2) (2024)
Andreas Adelmann, Walter Hopkins, Evangelos Kourlitis, Michael Kagan, Gregor Kasieczka, Claudius Krause, David Shih, Vinicius Mikuni, Benjamin Nachman, Kevin Pedro, Daniel Winklehner
New directions for surrogate models and differentiable programming for High Energy Physics detector simulation. CoRR (2022)