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Contact

Name

Ramon Winterhalder

Position

Former member
Member from September 2021 to August 2024

Personal homepage

https://www.rpwinterhalder.com

Publications in IRMP

All my publications on Inspire

Number of publications as IRMP member: 13
Last 5 publications

2024

IRMP-CP3-24-23: Differentiable MadNIS-Lite

Heimel, Theo and Mattelaer, Olivier and Plehn, Tilman and Winterhalder, Ramon

[Abstract] [PDF]
July 26.

IRMP-CP3-24-15: Full and approximated NLO predictions for like-sign W-boson scattering at the LHC

Stefan Dittmaier, Christopher Schwan, Ramon Winterhalder

[Abstract] [PDF]
Contribution to proceedings. May 29.

2023

IRMP-CP3-23-56: The MadNIS Reloaded

Heimel, Theo and Huetsch, Nathan and Maltoni, Fabio and Mattelaer, Olivier and Plehn, Tilman and Winterhalder, Ramon

[Abstract] [PDF] [Journal] [Dial]
Published in SciPost Phys. 17, 023 (2024)
Refereed paper. October 7.

IRMP-CP3-23-55: Precision-Machine Learning for the Matrix Element Method

Heimel, Theo and Huetsch, Nathan and Winterhalder, Ramon and Plehn, Tilman and Butter, Anja

[Abstract] [PDF]
October 7.

IRMP-CP3-23-42: Like-sign W-boson scattering at the LHC \textemdash{} approximations and full next-to-leading-order predictions

Dittmaier, Stefan and Maierh\"ofer, Philipp and Schwan, Christopher and Winterhalder, Ramon

[Abstract] [PDF] [Journal] [Dial]
Published in JHEP 11 (2023) 022
Refereed paper. August 19.

More publications

2023

IRMP-CP3-23-20: Elsa: enhanced latent spaces for improved collider simulations

Nachman, Benjamin and Winterhalder, Ramon

[Abstract] [PDF] [Journal] [Dial]
Published in Eur. Phys. J. C
Refereed paper. May 1.

2022

IRMP-CP3-22-56: MadNIS -- Neural Multi-Channel Importance Sampling

Heimel, Theo and Winterhalder, Ramon and Butter, Anja and Isaacson, Joshua and Krause, Claudius and Maltoni, Fabio and Mattelaer, Olivier and Plehn, Tilman

[Abstract] [PDF] [Journal] [Dial]
Published in SciPost Physics
Refereed paper. December 10.

CP3-22-18: Machine learning and LHC event generation

Badger, Simon and others

[Abstract] [PDF] [Journal] [Dial]
Contribution to Snowmass 2021
Published in SciPost Physics
Refereed paper. March 14.

CP3-22-12: Event Generators for High-Energy Physics Experiments

Campbell, J. M. and others

[Abstract] [PDF]
Contribution to Snowmass 2021
Contribution to proceedings. March 8.

CP3-22-10: Ephemeral Learning -- Augmenting Triggers with Online-Trained Normalizing Flows

Butter, Anja and Diefenbacher, Sascha and Kasieczka, Gregor and Nachman, Benjamin and Plehn, Tilman and Shih, David and Winterhalder, Ramon

[Abstract] [PDF] [Journal] [Dial]
Published in SciPost Phys. 13, 087 (2022)
Refereed paper. February 17.

2021

CP3-21-65: Targeting multi-loop integrals with neural networks

Winterhalder, Ramon and Magerya, Vitaly and Villa, Emilio and Jones, Stephen P. and Kerner, Matthias and Butter, Anja and Heinrich, Gudrun and Plehn, Tilman

[Abstract] [PDF] [Journal] [Dial]
Published in SciPost Phys. 12, 129 (2022)
Refereed paper. December 14.

CP3-21-61: Latent Space Refinement for Deep Generative Models

Winterhalder, Ramon and Bellagente, Marco and Nachman, Benjamin

[Abstract] [PDF]
Published as Workshop Paper in "NeurIPS 2021 - Workshop on Deep Generative Models and Downstream Applications"
Refereed paper. November 3.

CP3-21-54: Presenting Unbinned Differential Cross Section Results

Miguel Arratia, Anja Butter, Mario Campanelli, Vincent Croft, Aishik Ghosh, Dag Gillberg, Kristin Lohwasser, Bogdan Malaescu, Vinicius Mikuni, Benjamin Nachman, Juan Rojo, Jesse Thaler, Ramon Winterhalder

[Abstract] [PDF] [Journal] [Dial]
Published in Journal of Instrumentation, Volume 17, January 2022
Refereed paper. September 23.