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11 repositories

vegasflow
Public
VegasFlow: accelerating Monte Carlo simulation across multiple hardware platforms
machine-learning tensorflow gpu-acceleration monte-carlo-integration monte-carlo efficiency
Python
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Apache License 2.0
•9•35•5•0•Updated Jan 26, 2024Jan 26, 2024
pdfflow
Public
PDFflow is parton distribution function interpolation library written in Python and based on the TensorFlow framework.
pdf hep-ph hep-ex hep-th parton-distribution-functions pdf-interpolation python tensorflow
Python
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Apache License 2.0
•0•10•3•0•Updated Jan 23, 2024Jan 23, 2024
madflow
Public
Automating Monte Carlo simulation on hardware accelerators.
gpu-acceleration monte-carlo-simulation particle-physics
Python
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Apache License 2.0
•3•18•2•1•Updated Jan 10, 2024Jan 10, 2024
pycompressor
Public
Compression code for PDF replicas.
python physics high-energy-physics hep-ph
Python
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GNU General Public License v3.0
•0•2•0•2•Updated Nov 29, 2022Nov 29, 2022
mcnntunes
Public
Tuning Monte Carlo generators with machine learning.
machine-learning monte-carlo-simulation tuning-parameters event-generator
Python
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GNU General Public License v3.0
•2•5•0•0•Updated May 10, 2022May 10, 2022
HpT-MON
Public
Higgs transverse momentum distributions in Momentum and Mellin space.
physics higgs higgs-boson fixed-order
Mathematica
•1•0•1•2•Updated Dec 15, 2021Dec 15, 2021
mcnntunes_data
Public
Dataset for MCNNTUNES
Python
•0•1•0•0•Updated Sep 8, 2021Sep 8, 2021
HpT-N3LO
Public
Approximate transverse momentum distribution for the Higgs boson produced via gluon fusion in HEFT by combining threshold and high-energy resummations.
C++
•0•0•0•2•Updated Jun 19, 2021Jun 19, 2021
ganpdfs
Public
Generative Adversarial Networks (GANs) for MC PDF replicas.
python machine-learning tensorflow keras high-energy-physics gans hep-ph
Python
•0•0•0•0•Updated Mar 18, 2021Mar 18, 2021
evolutionary_keras
Public
An evolutionary algorithm implementation for Keras
python open-source machine-learning tensorflow genetic-algorithm keras evolutionary-algorithm
Python
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GNU General Public License v3.0
•7•10•10•0•Updated Jan 4, 2021Jan 4, 2021
mcgpu
Public
Proof of concept of GPU integration
Python
•0•0•3•4•Updated Dec 4, 2019Dec 4, 2019