Inductive Simulation of Calorimeter Showers with Normalizing Flows

Inductive Simulation of Calorimeter Showers with Normalizing Flows

19 May 2023

Claudius Krause

Papers citing "Inductive Simulation of Calorimeter Showers with Normalizing Flows"

14 / 14 papers shown

Title
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning Sanghwan Bae Jiwoo Hong Min Young Lee Hanbyul Kim Jeongyeon Nam Donghyun Kwak OffRL LRM 48 0 0 04 Apr 2025
Extrapolating Jet Radiation with Autoregressive Transformers A. Butter François Charton Javier Marino Villadamigo Ayodele Ore Tilman Plehn Jonas Spinner 73 0 0 16 Dec 2024
Conditioned quantum-assisted deep generative surrogate for particle-calorimeter interactions J. Q. Toledo-Marín Sebastian Gonzalez Hao Jia Ian Lu Deniz Sogutlu ... Eric Paquet R. Melko Geoffrey C. Fox M. Swiatlowski W. Fedorko AI4CE 18 1 0 30 Oct 2024
Deep(er) Reconstruction of Imaging Cherenkov Detectors with Swin Transformers and Normalizing Flow Models C. Fanelli J. Giroux Justin Stevens 30 1 0 10 Jul 2024
Convolutional L2LFlows: Generating Accurate Showers in Highly Granular Calorimeters Using Convolutional Normalizing Flows Thorsten Buss F. Gaede Gregor Kasieczka Claudius Krause David Shih AI4CE 28 6 0 30 May 2024
Calo-VQ: Vector-Quantized Two-Stage Generative Model in Calorimeter Simulation Qibin Liu Chase Shimmin Xiulong Liu Eli Shlizerman Shu Li Shih-Chieh Hsu DRL MQ 30 7 0 10 May 2024
EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion E. Buhmann Cedric Ewen D. Faroughy T. Golling Gregor Kasieczka Matthew Leigh Guillaume Quétant J. A. Raine Debajyoti Sengupta David Shih DiffM 42 27 0 29 Sep 2023
CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation E. Buhmann F. Gaede Gregor Kasieczka A. Korol W. Korcari K. Krüger Peter McKeown DiffM 25 24 0 11 Sep 2023
Calorimeter shower superresolution Ian Pang J. A. Raine David Shih DiffM 20 8 0 22 Aug 2023
Comparison of Point Cloud and Image-based Models for Calorimeter Fast Simulation Fernando Torales Acosta Vinicius Mikuni Benjamin Nachman M. Arratia B. Karki R. Milton P. Karande Aaron Angerami DiffM 22 24 0 10 Jul 2023
High-dimensional and Permutation Invariant Anomaly Detection Vinicius Mikuni Benjamin Nachman DiffM 19 16 0 06 Jun 2023
Score-based Generative Models for Calorimeter Shower Simulation Vinicius Mikuni Benjamin Nachman DiffM 32 75 0 17 Jun 2022
CaloFlow II: Even Faster and Still Accurate Generation of Calorimeter Showers with Normalizing Flows Claudius Krause David Shih 29 64 0 21 Oct 2021
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016