Monte-Carlo simulations
Publications
-
Universal and non-universal large deviations in critical systems
by Ivan Balog, Bertrand Delamotte, Adam Rançon,
SciPost Phys. 18, 119 (2025) -
How to escape atypical regions in the symmetric binary perceptron: A journey through connected-solutions states
by Damien Barbier,
SciPost Phys. 18, 115 (2025) -
Molecular sorting on a fluctuating membrane
by Damiano Andreghetti, Luca Dall'Asta, Andrea Gamba, Igor Kolokolov, Vladimir Lebedev,
SciPost Phys. 18, 099 (2025) -
The landscape of unfolding with machine learning
by Nathan Huetsch, Javier Mariño Villadamigo, Alexander Shmakov, Sascha Diefenbacher, Vinicius Mikuni, Theo Heimel, Michael Fenton, Kevin Greif, Benjamin Nachman, Daniel Whiteson, Anja Butter, Tilman Plehn,
SciPost Phys. 18, 070 (2025) -
Spin-lattice couplings and effect of displacements on magnetic interactions of a skyrmion system PdFe/Ir(111)
by Banasree Sadhukhan, Anders Bergman, Johan Hellsvik, Patrik Thunström, Anna Delin,
SciPost Phys. 18, 064 (2025) -
Fast Perfekt: Regression-based refinement of fast simulation
by Moritz Wolf, Lars O. Stietz, Patrick L. S. Connor, Peter Schleper, Samuel Bein,
SciPost Phys. Core 8, 021 (2025) -
Modelling the underlying event in photon-initiated processes
by Jonathan Butterworth, Ilkka Helenius, Juan Jose Juan Castella, Bradley Pattengale, Shahzad Sanjrani, Matthew Wing,
SciPost Phys. 17, 158 (2024) -
Loop amplitudes from precision networks
by Simon Badger, Anja Butter, Michel Luchmann, Sebastian Pitz, Tilman Plehn,
SciPost Phys. Core 6, 034 (2023) -
Machine learning and LHC event generation
by Anja Butter, Tilman Plehn, Steffen Schumann, Simon Badger, Sascha Caron, Kyle Cranmer, Francesco Armando Di Bello, Etienne Dreyer, Stefano Forte, Sanmay Ganguly, Dorival Gonçalves, Eilam Gross, Theo Heimel, Gudrun Heinrich, Lukas Heinrich, Alexander Held, Stefan Höche, Jessica N. Howard, Philip Ilten, Joshua Isaacson, Timo Janßen, Stephen Jones, Marumi Kado, Michael Kagan, Gregor Kasieczka, Felix Kling, Sabine Kraml, Claudius Krause, Frank Krauss, Kevin Kröninger, Rahool Kumar Barman, Michel Luchmann, Vitaly Magerya, Daniel Maitre, Bogdan Malaescu, Fabio Maltoni, Till Martini, Olivier Mattelaer, Benjamin Nachman, Sebastian Pitz, Juan Rojo, Matthew Schwartz, David Shih, Frank Siegert, Roy Stegeman, Bob Stienen, Jesse Thaler, Rob Verheyen, Daniel Whiteson, Ramon Winterhalder, Jure Zupan,
SciPost Phys. 14, 079 (2023) -
How to GAN away detector effects
by Marco Bellagente, Anja Butter, Gregor Kasieczka, Tilman Plehn, Ramon Winterhalder,
SciPost Phys. 8, 070 (2020) -
Constraining the SMEFT with Bayesian reweighting
by Samuel van Beek, Emanuele R. Nocera, Juan Rojo, Emma Slade,
SciPost Phys. 7, 070 (2019) -
On four-point connectivities in the critical 2d Potts model
by Marco Picco, Sylvain Ribault, Raoul Santachiara,
SciPost Phys. 7, 044 (2019) -
Event generation with Sherpa 2.2
by Enrico Bothmann, Gurpreet Singh Chahal, Stefan Höche, Johannes Krause, Frank Krauss, Silvan Kuttimalai, Sebastian Liebschner, Davide Napoletano, Marek Schönherr, Holger Schulz, Steffen Schumann, Frank Siegert,
SciPost Phys. 7, 034 (2019) -
Walking, Weak first-order transitions, and Complex CFTs II. Two-dimensional Potts model at $Q>4$
by Victor Gorbenko, Slava Rychkov, Bernardo Zan,
SciPost Phys. 5, 050 (2018) -
Quantum dynamics in transverse-field Ising models from classical networks
by Markus Schmitt, Markus Heyl,
SciPost Phys. 4, 013 (2018) -
Spin Liquid versus Spin Orbit Coupling on the Triangular Lattice
by Jason Iaconis, Chunxiao Liu, Gábor B. Halász, Leon Balents,
SciPost Phys. 4, 003 (2018) -
Quantum Monte Carlo detection of SU(2) symmetry breaking in the participation entropies of line subsystems
by David J. Luitz, Nicolas Laflorencie,
SciPost Phys. 2, 011 (2017) -
A conformal bootstrap approach to critical percolation in two dimensions
by Marco Picco, Sylvain Ribault, Raoul Santachiara,
SciPost Phys. 1, 009 (2016)
Submissions (unpublished only)
-
Systematically Constructing the Likelihood for Boosted $H\to gg$ Decays
by Andrew J. Larkoski
(submitted 2025-03-24 to SciPost Physics) -
Encoding off-shell effects in top pair production in Direct Diffusion networks
by Mathias Kuschick
(submitted 2025-03-14 to SciPost Physics Proceedings) -
Lifted TASEP: long-time dynamics,generalizations, and continuum limit
by Fabian H. L. Essler, Jeanne Gipouloux, Werner Krauth
(submitted 2025-02-28 to SciPost Physics Core) -
Super-Resolving Normalising Flows for Lattice Field Theories
by Marc Bauer, Renzo Kapust, Jan Martin Pawlowski, Finn Leon Temmen
(submitted 2025-02-08 to SciPost Physics) -
How to Unfold Top Decays
by Luigi Favaro, Roman Kogler, Alexander Paasch, Sofia Palacios Schweitzer, Tilman Plehn, Dennis Schwarz
(submitted 2025-02-06 to SciPost Physics) -
Theory of Order-Disorder Phase Transitions Induced by Fluctuations Based on Network Models
by Yonglong Ding
(submitted 2025-01-31 to SciPost Physics) -
Generative Unfolding with Distribution Mapping
by Anja Butter, Sascha Diefenbacher, Nathan Huetsch, Vinicius Mikuni, Benjamin Nachman, Sofia Palacios Schweitzer, Tilman Plehn
(submitted 2025-01-07 to SciPost Physics) -
Extrapolating Jet Radiation with Autoregressive Transformers
by Anja Butter, François Charton, Javier Mariño Villadamigo, Ayodele Ore, Tilman Plehn, Jonas Spinner
(submitted 2024-12-31 to SciPost Physics) -
A Lorentz-Equivariant Transformer for All of the LHC
by Johann Brehmer, Víctor Bresó, Pim de Haan, Tilman Plehn, Huilin Qu, Jonas Spinner, Jesse Thaler
(submitted 2024-12-31 to SciPost Physics) -
g4ppyy: automated Python bindings for GEANT4
by Patrick Stowell, Robert Foster, Almahdi Elhamri
(submitted 2024-12-16 to SciPost Physics Codebases) -
Numerical Aspects of Large Deviations
by Alexander K. Hartmann
(submitted 2024-12-10 to SciPost Physics Lecture Notes) -
Radiative corrections and Monte Carlo tools for low-energy hadronic cross sections in $e^+ e^-$ collisions
by Riccardo Aliberti, Paolo Beltrame, Ettore Budassi, Carlo M. Carloni Calame, Gilberto Colangelo, Lorenzo Cotrozzi, Achim Denig, Anna Driutti, Tim Engel, Lois Flower, Andrea Gurgone, Martin Hoferichter, Fedor Ignatov, Sophie Kollatzsch, Bastian Kubis, Andrzej Kupść, Fabian Lange, Alberto Lusiani, Stefan E. Müller, Jérémy Paltrinieri, Pau Petit Rosàs, Fulvio Piccinini, Alan Price, Lorenzo Punzi, Marco Rocco, Olga Shekhovtsova, Andrzej Siódmok, Adrian Signer, Giovanni Stagnitto, Peter Stoffer, Thomas Teubner, William J. Torres Bobadilla, Francesco P. Ucci, Yannick Ulrich, Graziano Venanzoni
(submitted 2024-12-05 to SciPost Physics Reviews) -
Monte Carlo Event Generator updates, for tau pair events at Belle II energies
by Sw. Banerjee, D. Biswas, T. Przedzinski, Z. Was
(submitted 2024-12-03 to SciPost Physics Proceedings)
Top experts
- Andreghetti, Mr Damiano
- Badger, Dr Simon
- Balents, Prof. Leon
- Balog, Dr Ivan
- Barbier, Dr Damien
- Barman, Dr Rahool Kumar
- Bein, Dr Samuel
- Bellagente, Mr Marco
- Bergman, Dr Anders
- Bothmann, Dr Enrico
- Butter, Dr Anja
- Butterworth, Prof. Jonathan Mark
- Caron, Prof. Sascha
- Chahal, Dr Gurpreet Singh
- Connor, Dr Patrick
- Cranmer, Dr Kyle
- DELAMOTTE, Dr Bertrand
- Dall'Asta, Prof. Luca
- Delin, Dr Anna
- Di Bello, Dr Francesco Armando
- Diefenbacher, Dr Sascha
- Dreyer, Dr Etienne
- Fenton, Dr Michael James
- Forte, Prof. Stefano
- Gamba, Dr Andrea
- Ganguly, Dr Sanmay
- Gonçalves, Dr Dorival
- Gorbenko, Dr Victor
- Greif, Mr Kevin Thomas
- Gross, Prof. Eilam
- Halasz, Prof. Gabor
- Heimel, Mr Theo
- Heinrich, Prof. Gudrun
- Heinrich, Prof. Lukas Alexander
- Held, Dr Alexander
- Helenius, Dr Ilkka
- Hellsvik, Dr Johan
- Heyl, Prof. Markus
- Howard, Dr Jessica N.
- Huetsch, Mr Nathan
- Höche, Dr Stefan
- Iaconis, Mr Jason
- Ilten, Dr Philip
- Isaacson, Dr Joshua
- Janßen, Mr Timo
- Jones, Dr Stephen
- Juan Castella, Mr Juan Jose
- Kado, Dr Marumi
- Kagan, Dr Michael
- Kasieczka, Prof. Gregor
- Kling, Dr Felix
- Kolokolov, Prof. Igor
- Kraml, Dr Sabine
- Krause, Dr Claudius
- Krause, Prof. Johannes
- Krauss, Prof. Frank
- Kröninger, Prof. Kevin
- Kuttimalai, Dr Silvan
- Laflorencie, Dr Nicolas
- Lebedev, Prof. Vladimir
- Liebschner, Mr Sebastian
- Liu, Dr Chun-Xiao
- Luchmann, Mr Michel
- Luitz, Prof. David J.
- Magerya, Dr Vitaly
- Malaescu, Dr Bogdan
- Maltoni, Prof. Fabio
- Mariño Villadamigo, Mr Javier
- Martini, Dr Till
- Mattelaer, Dr Olivier
- Maître, Dr Daniel
- Mikuni, Dr Vinicius
- Nachman, Dr Benjamin
- Napoletano, Dr Davide
- Nocera, Dr Emanuele Roberto
- Pattengale, Dr Bradley
- Picco, Prof. Marco
- Pitz, Dr Sebastian
- Plehn, Prof. Tilman
- Rancon, Mr Adam
- Ribault, Dr Sylvain
- Rojo, Dr Juan
- Rychkov, Prof. Slava
- Sadhukhan, Dr Banasree
- Sanjrani, Mr Shahzad
- Santachiara, Dr Raoul
- Schleper, Dr Peter
- Schmitt, Dr Markus
- Schulz, Dr Holger
- Schumann, Prof. Steffen
- Schwartz, Prof. Matthew
- Schönherr, Dr Marek
- Shih, Prof. David
- Shmakov, Dr Alexander
- Siegert, Dr Frank
- Slade, Ms Emma
- Stegeman, Dr Roy
- Stienen, Mr Bob
- Stietz, Mr Lars
- Thaler, Prof. Jesse
- Thunström, Dr Patrik
- Verheyen, Dr Rob
- Whiteson, Prof. Daniel
- Wing, Prof. Matthew
- Winterhalder, Dr Ramon
- Wolf, Mr Moritz
- Zan, Dr Bernardo
- Zupan, Prof. Jure
- van Beek, Dr Samuel