Claudius Krause

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

High Energy Physics

Random Sampling

Deductive Reasoning

Top Venues

Mach. Learn. Sci. Technol.

Publications

Thorsten Buss, Frank Gaede, Gregor Kasieczka, Claudius Krause, David Shih
Convolutional L2LFlows: Generating Accurate Showers in Highly Granular Calorimeters Using Convolutional Normalizing Flows. CoRR (2024)
Matthew R. Buckley, Claudius Krause, Ian Pang, David Shih
Inductive CaloFlow. CoRR (2023)
Hosein Hashemi, Claudius Krause
Deep Generative Models for Detector Signature Simulation: An Analytical Taxonomy. CoRR (2023)
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)
Claudius Krause, Ian Pang, David Shih
CaloFlow for CaloChallenge Dataset 1. CoRR (2022)
Claudius Krause, David Shih
CaloFlow II: Even Faster and Still Accurate Generation of Calorimeter Showers with Normalizing Flows. CoRR (2021)
Claudius Krause, David Shih
CaloFlow: Fast and Accurate Generation of Calorimeter Showers with Normalizing Flows. CoRR (2021)
Christina Gao, Joshua Isaacson, Claudius Krause
i- flow: High-dimensional integration and sampling with normalizing flows. Mach. Learn. Sci. Technol. 1 (4) (2020)
Christina Gao, Joshua Isaacson, Claudius Krause
i-flow: High-dimensional Integration and Sampling with Normalizing Flows. CoRR (2020)