Generative Models for Fast Calorimeter Simulation.LHCb case

4 December 2018

Papers citing "Generative Models for Fast Calorimeter Simulation.LHCb case"

10 / 10 papers shown

Title
Sequential Kernelized Stein Discrepancy Diego Martinez-Taboada Aaditya Ramdas 40 0 0 26 Sep 2024
Geometry-aware Autoregressive Models for Calorimeter Shower Simulations Junze Liu A. Ghosh Dylan Smith Pierre Baldi D. Whiteson OOD AI4CE 19 5 0 16 Dec 2022
Hyperparameter Optimization of Generative Adversarial Network Models for High-Energy Physics Simulations Vincent Dumont X. Ju Juliane Mueller AI4CE 27 4 0 12 Aug 2022
Score-based Generative Models for Calorimeter Shower Simulation Vinicius Mikuni Benjamin Nachman DiffM 38 75 0 17 Jun 2022
Towards Reliable Neural Generative Modeling of Detectors Lucio Anderlini M. Barbetti D. Derkach N. Kazeev Artem Maevskiy S. Mokhnenko AI4CE 31 3 0 21 Apr 2022
Machine Learning in the Search for New Fundamental Physics G. Karagiorgi Gregor Kasieczka S. Kravitz Benjamin Nachman David Shih AI4CE 44 113 0 07 Dec 2021
CaloFlow: Fast and Accurate Generation of Calorimeter Showers with Normalizing Flows Claudius Krause David Shih AI4CE 34 81 0 09 Jun 2021
Latent Space Refinement for Deep Generative Models R. Winterhalder Marco Bellagente Benjamin Nachman BDL GAN DRL DiffM 10 27 0 01 Jun 2021
A Living Review of Machine Learning for Particle Physics Matthew Feickert Benjamin Nachman KELM AI4CE 29 178 0 02 Feb 2021
Using Machine Learning to Speed Up and Improve Calorimeter R&D Fedor Ratnikov AI4CE 9 8 0 27 Mar 2020