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2211.15380
Cited By

CaloMan: Fast generation of calorimeter showers with density estimation
on learned manifolds

CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds

23 November 2022

Jesse C. Cresswell

Brendan Leigh Ross

Gabriel Loaiza-Ganem

H. Reyes-González

ArXiv (abs)PDF HTML

Papers citing "CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds"

18 / 18 papers shown

A First Full Physics Benchmark for Highly Granular Calorimeter Surrogates

A First Full Physics Benchmark for Highly Granular Calorimeter Surrogates

Gregor Kasieczka

Thomas Madlener

162

2

0

21 Nov 2025

Forecasting Generative Amplification

Forecasting Generative Amplification

Sascha Diefenbacher

203

2

0

09 Sep 2025

ExpertSim: Fast Particle Detector Simulation Using Mixture-of-Generative-Experts

ExpertSim: Fast Particle Detector Simulation Using Mixture-of-Generative-Experts

Patryk Bedkowski

Filip Szatkowski

Przemysław Rokita

Tomasz Trzciñski

134

0

0

28 Aug 2025

Even Faster Simulations with Flow Matching: A Study of Zero Degree Calorimeter Responses

Even Faster Simulations with Flow Matching: A Study of Zero Degree Calorimeter Responses

Maksymilian Wojnar

119

1

0

24 Jul 2025

On Convolutions, Intrinsic Dimension, and Diffusion Models

On Convolutions, Intrinsic Dimension, and Diffusion Models

Rasa Hosseinzadeh

Gabriel Loaiza-Ganem

180

0

0

25 Jun 2025

Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning

Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning

359

6

0

04 Apr 2025

Extrapolating Jet Radiation with Autoregressive Transformers

Extrapolating Jet Radiation with Autoregressive Transformers

François Charton

Javier Marino Villadamigo

253

5

0

16 Dec 2024

PIPPIN: Generating variable length full events from partons

PIPPIN: Generating variable length full events from partons

Guillaume Quétant

Matthew Leigh

Debajyoti Sengupta

211

10

0

18 Jun 2024

A Comprehensive Evaluation of Generative Models in Calorimeter Shower
Simulation

A Comprehensive Evaluation of Generative Models in Calorimeter Shower Simulation

Farzana Yasmin Ahmad

Vanamala Venkataswamy

196

9

0

08 Jun 2024

A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension
Estimation with Diffusion Models

A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models

Hamidreza Kamkari

Brendan Leigh Ross

Rasa Hosseinzadeh

Jesse C. Cresswell

Gabriel Loaiza-Ganem

275

29

0

05 Jun 2024

Convolutional L2LFlows: Generating Accurate Showers in Highly Granular
Calorimeters Using Convolutional Normalizing Flows

Convolutional L2LFlows: Generating Accurate Showers in Highly Granular Calorimeters Using Convolutional Normalizing Flows

Gregor Kasieczka

Claudius Krause

316

19

0

30 May 2024

Deep Generative Models for Detector Signature Simulation: A Taxonomic
Review

Deep Generative Models for Detector Signature Simulation: A Taxonomic ReviewReviews in Physics (RP), 2023

Claudius Krause

357

27

0

15 Dec 2023

CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular
Calorimeter Simulation

CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter SimulationJournal of Instrumentation (JINST), 2023

Gregor Kasieczka

265

36

0

11 Sep 2023

Calorimeter shower superresolution

Calorimeter shower superresolution

204

12

0

22 Aug 2023

Comparison of Point Cloud and Image-based Models for Calorimeter Fast
Simulation

Comparison of Point Cloud and Image-based Models for Calorimeter Fast SimulationJournal of Instrumentation (JINST), 2023

Fernando Torales Acosta

Vinicius Mikuni

Benjamin Nachman

276

35

0

10 Jul 2023

Inductive Simulation of Calorimeter Showers with Normalizing Flows

Inductive Simulation of Calorimeter Showers with Normalizing Flows

Claudius Krause

292

37

0

19 May 2023

EPiC-GAN: Equivariant Point Cloud Generation for Particle Jets

EPiC-GAN: Equivariant Point Cloud Generation for Particle JetsSciPost Physics (SciPost Phys.), 2023

Gregor Kasieczka

432

53

0

17 Jan 2023

Neural Implicit Manifold Learning for Topology-Aware Density Estimation

Neural Implicit Manifold Learning for Topology-Aware Density Estimation

Brendan Leigh Ross

Gabriel Loaiza-Ganem

Jesse C. Cresswell

259

5

0

22 Jun 2022

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