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Differentiable Matrix Elements with MadJax

Differentiable Matrix Elements with MadJax

28 February 2022
Lukas Heinrich
Michael Kagan
ArXivPDFHTML

Papers citing "Differentiable Matrix Elements with MadJax"

5 / 5 papers shown
Title
Constraining the Higgs Potential with Neural Simulation-based Inference
  for Di-Higgs Production
Constraining the Higgs Potential with Neural Simulation-based Inference for Di-Higgs Production
R. Mastandrea
Benjamin Nachman
Tilman Plehn
24
4
0
24 May 2024
Finetuning Foundation Models for Joint Analysis Optimization
Finetuning Foundation Models for Joint Analysis Optimization
M. Vigl
N. Hartman
L. Heinrich
43
12
0
24 Jan 2024
Differentiable Vertex Fitting for Jet Flavour Tagging
Differentiable Vertex Fitting for Jet Flavour Tagging
Rachel E. C. Smith
Ines Ochoa
Rúben Inácio
Jonathan Shoemaker
Michael Kagan
32
3
0
19 Oct 2023
Branches of a Tree: Taking Derivatives of Programs with Discrete and
  Branching Randomness in High Energy Physics
Branches of a Tree: Taking Derivatives of Programs with Discrete and Branching Randomness in High Energy Physics
Michael Kagan
Lukas Heinrich
32
9
0
31 Aug 2023
New directions for surrogate models and differentiable programming for
  High Energy Physics detector simulation
New directions for surrogate models and differentiable programming for High Energy Physics detector simulation
Andreas Adelmann
W. Hopkins
E. Kourlitis
Michael Kagan
Gregor Kasieczka
...
David Shih
Vinicius Mikuni
Benjamin Nachman
K. Pedro
D. Winklehner
27
29
0
15 Mar 2022
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