FG

Frank Gaede

0000-0002-7055-9200

hep-exphysics.ins-dethep-phphysics.data-ancs.LGphysics.acc-phastro-ph.GAastro-ph.IMphysics.comp-phCaloChallenge 2022

On Valency

published · living versions

Just CaloCHILL: fast hadronic shower generation in a learned latent space

with Henry Day-Hall, Gregor Kasieczka, Katja Krüger, Martina Mozzanica

1 version

W_rgjedvknv1 · current

Preprints & journals

46 papers in the corpus · 2001–2026

Cross-geometry transfer and model collapse in point cloud calorimeter shower generation

Thorsten Buss, Frank Gaede, Gregor Kasieczka et al.

0 citations

2609.28661v12026arXiv

Jevons' Paradox and Fast Generative Simulation for HEP: Why Realistic Benchmarking is Essential

Thorsten Buss, Henry Day-Hall, Frank Gaede et al.

0 citations

2609.24306v12026arXiv

Interferometric Quantum Polynomial Chaos Expansion as a Generative Model for Calorimeter Shower Simulation

Jamal Slim, Saverio Monaco, Florian Rehm et al.

0 citations

2608.05405v22026arXiv

SPADE: Split-and-Delay Embeddings for Autoregressive High-Granularity Calorimeter Simulation

Joschka Birk, Frank Gaede, Anna Hallin et al.

0 citations

2606.11304v12026arXiv

AllShowers: One model for all calorimeter showers

Thorsten Buss, Henry Day-Hall, Frank Gaede et al.

0 citations

2601.11716v22026SciPost Phys. 21, 076 (2026)

Cross-Geometry Transfer Learning in Fast Electromagnetic Shower Simulation

Frank Gaede, Gregor Kasieczka, Lorenzo Valente

0 citations

2512.00187v22025JINST 21 (2026) P07037

A First Full Physics Benchmark for Highly Granular Calorimeter Surrogates

Thorsten Buss, Henry Day-Hall, Frank Gaede et al.

0 citations

2511.17293v12025arXiv

CaloChallenge 2022: a community challenge for fast calorimeter simulation.

Krause, Claudius, Faucci Giannelli, Michele, Kasieczka, Gregor et al.

21 citations

410868212025Reports on progress in physics. Physical Society (Great Britain). 2025;88(11)

Physics Briefing Book: Input for the 2026 update of the European Strategy for Particle Physics

Jorge de Blas, Monica Dunford, Emanuele Bagnaschi et al.

8 citations

2511.03883v12025arXiv

CaloClouds3: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation

Thorsten Buss, Henry Day-Hall, Frank Gaede et al.

1 citation

2511.01460v22025JINST 21 (2026) 03, P03018

CaloHadronic: a diffusion model for the generation of hadronic showers

Thorsten Buss, Frank Gaede, Gregor Kasieczka et al.

1 citation

2506.21720v22025Journal of Instrumentation, Volume 21, January 2026, P01042

ECFA Higgs, electroweak, and top Factory Study

H. Abidi, J.A. Aguilar-Saavedra, S. Airen et al.

20 citations

2506.15390v22025arXiv

Future Circular Collider Feasibility Study Report: Volume 3, Civil Engineering, Implementation and Sustainability

M. Benedikt (Study Leader), F. Zimmermann (Deputy Study Leader), B. Auchmann et al.

3 citations

2505.00273v12025arXiv

OmniJet- ${\alpha}_C$ : Learning point cloud calorimeter simulations using generative transformers

Joschka Birk, Frank Gaede, Anna Hallin et al.

0 citations

2501.05534v22025arXiv

Physics Performance and Detector Requirements at an Asymmetric Higgs Factory

Antoine Laudrain, Ties Behnke, Carl Mikael Berggren et al.

1 citation

2411.14313v12024arXiv

Sustainable computing workshops in high-energy physics at DESY

J. Alimena, C. Beyer, B. Bruers et al.

1 citation

2410.02501v22024arXiv

Using graph neural networks to reconstruct charged pion showers in the CMS High Granularity Calorimeter

M. Aamir, G. Adamov, T. Adams et al.

3 citations

2406.11937v32024JINST 19 (2024) P11025

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

Thorsten Buss, Frank Gaede, Gregor Kasieczka et al.

15 citations

2405.20407v320242024 JINST 19 P09003

Focus topics for the ECFA study on Higgs / Top / EW factories

Jorge de Blas, Patrick Koppenburg, Jenny List et al.

4 citations

2401.07564v32024arXiv

The Key4hep software stack: Beyond Future Higgs factories

Andre Sailer, Benedikt Hegner, Clement Helsens et al.

0 citations

2312.08151v12023arXiv

Key4hep: Progress Report on Integrations

Erica Brondolin, Juan Miguel Carceller, Wouter Deconinck et al.

0 citations

2312.08152v12023arXiv

Of Frames and schema evolution -- The newest features of podio

Placido Fernandez Declara, Frank Gaede, Gerardo Ganis et al.

0 citations

2312.08199v12023arXiv

Towards podio v1.0 -- A first stable release of the EDM toolkit

Juan Miguel Carceller, Frank Gaede, Gerardo Ganis et al.

3 citations

2312.08206v12023arXiv

Development of time-of-flight particle identification for future Higgs factories

Bohdan Dudar, Ulrich Einhaus, Jenny List et al.

0 citations

2311.04720v12023arXiv

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

Erik Buhmann, Frank Gaede, Gregor Kasieczka et al.

27 citations

2309.05704v22023arXiv

CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter Simulation

Erik Buhmann, Sascha Diefenbacher, Engin Eren et al.

56 citations

2305.04847v22023JINST 18 (2023) 11, P11025

New Angles on Fast Calorimeter Shower Simulation

Sascha Diefenbacher, Engin Eren, Frank Gaede et al.

32 citations

2303.18150v12023arXiv

L2LFlows: Generating High-Fidelity 3D Calorimeter Images

Sascha Diefenbacher, Engin Eren, Frank Gaede et al.

45 citations

2302.11594v220232023 JINST 18 P10017

Morphological Classification of Radio Galaxies with wGAN-supported Augmentation

Lennart Rustige, Janis Kummer, Florian Griese et al.

14 citations

2212.08504v22022RAS Techniques and Instruments 2 (2023) no.1, 264-277

Radio Galaxy Classification with wGAN-Supported Augmentation

Janis Kummer, Lennart Rustige, Florian Griese et al.

6 citations

2206.15131v22022INFORMATIK 2022 Workshops, Lecture Notes in Informatics (LNI) P-326, 469-478

Calomplification -- The Power of Generative Calorimeter Models

Sebastian Bieringer, Anja Butter, Sascha Diefenbacher et al.

45 citations

2202.07352v32022JINST 17 P09028 (2022)

Hadrons, Better, Faster, Stronger

Erik Buhmann, Sascha Diefenbacher, Engin Eren et al.

6 citations

2112.09709v12021arXiv

Decoding Photons: Physics in the Latent Space of a BIB-AE Generative Network

Erik Buhmann, Sascha Diefenbacher, Engin Eren et al.

63 citations

2102.12491v22021EPJ Web of Conferences 251, 03003 (2021)

ILC Study Questions for Snowmass 2021

Keisuke Fujii, Christophe Grojean, Michael E. Peskin et al.

5 citations

2007.03650v32020arXiv

Getting High: High Fidelity Simulation of High Granularity Calorimeters with High Speed

Erik Buhmann, Sascha Diefenbacher, Engin Eren et al.

136 citations

2005.05334v32020Computing and Software for Big Science 5, 13 (2021)

Conformal Tracking for all-silicon trackers at future electron-positron colliders

Erica Brondolin, Frank Gaede, Daniel Hynds et al.

21 citations

1908.00256v12019arXiv

The International Linear Collider. A European Perspective

Philip Bambade, Ties Behnke, Mikael Berggren et al.

2 citations

1901.09825v12019arXiv

The International Linear Collider. A Global Project

Hiroaki Aihara, Jonathan Bagger, Philip Bambade et al.

19 citations

1901.09829v12019arXiv

A detector for CLIC: main parameters and performance

Dominik Arominski, Jean-Jacques Blaising, Erica Brondolin et al.

42 citations

1812.07337v12018arXiv

Infrastructure for Detector Research and Development towards the International Linear Collider

J. Aguilar, P. Ambalathankandy, T. Fiutowski et al.

2 citations

1201.4657v12012arXiv

Summary of the Linear Collider Testbeam Workshop 2009 - LCTW09

V.Boudry, G.Fisk, R.E.Frey et al.

0 citations

1010.1337v12010arXiv

Event Reconstruction with MarlinReco at the ILC

O. Wendt, F. Gaede, T. Kramer

22 citations

physics/0702171v12007Pramana69:1109-1114,2007

Measurement of J/psi production in continuum e(+)e(-) annihilations near square root of s = 10.6 GeV.

Aubert, B, Boutigny, D, Gaillard, J M et al.

60 citations

116902012001Physical review letters. 2001;87(16):162002

Measurement of branching fractions and search for CP-violating charge asymmetries in charmless two-body B decays into pions and kaons.

Aubert, B, Boutigny, D, Gaillard, J M et al.

57 citations

115806912001Physical review letters. 2001;87(15):151802

Measurement of the decays B--> phiK and B--> phiK*.

Aubert, B, Boutigny, D, Gaillard, J M et al.

0 citations

115806902001Physical review letters. 2001;87(15):151801

Measurement of CP-violating asymmetries in B0 decays to CP eigenstates.

Aubert, B, Boutigny, D, De Bonis, I et al.

163 citations

112899702001Physical review letters. 2001;86(12):2515-22

Career total: 158 works. 46 are in this corpus.

Profile built from the corpus for this byline.

158

works

4,929

citations

38

h-index

Corpus papers per year

Corpus papers per year, 2001 to 2026. Busiest year 2023, 9 papers.
Year	Papers
2001	4
2002	0
2003	0
2004	0
2005	0
2006	0
2007	1
2008	0
2009	0
2010	1
2011	0
2012	1
2013	0
2014	0
2015	0
2016	0
2017	0
2018	1
2019	3
2020	2
2021	2
2022	3
2023	9
2024	6
2025	8
2026	5

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