Search Results for author:
Found 8 papers, 5 papers with code
Quantum-probabilistic Hamiltonian learning for generative modelling & anomaly detection
This study investigates the possibility of learning and utilising a system's Hamiltonian and its variational thermal state estimation for data analysis techniques.
Identifying magnetic antiskyrmions while they form with convolutional neural networks
We use a Convolutional Neural Network (CNN) to identify the relevant features in the thermodynamical phases of chiral magnets, including (anti-)skyrmions, bimerons, and helical and ferromagnetic states.
Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC data
Tensor Networks (TN) are approximations of high-dimensional tensors designed to represent locally entangled quantum many-body systems efficiently.
Quantum-inspired event reconstruction with Tensor Networks: Matrix Product States
Tensor Networks are non-trivial representations of high-dimensional tensors, originally designed to describe quantum many-body systems.
Elvet -- a neural network-based differential equation and variational problem solver
We present Elvet, a Python package for solving differential equations and variational problems using machine learning methods.
Precision SMEFT bounds from the VBF Higgs at high transverse momentum
We study the production of Higgs bosons at high transverse momenta via vector-boson fusion (VBF) in the Standard Model Effective Field Theory (SMEFT).
High Energy Physics - Phenomenology High Energy Physics - Experiment
Simplified fast detector simulation in MadAnalysis 5
We introduce a new simplified fast detector simulator in the MadAnalysis 5 platform.
High Energy Physics - Phenomenology High Energy Physics - Experiment
Reinterpretation of LHC Results for New Physics: Status and Recommendations after Run 2
We report on the status of efforts to improve the reinterpretation of searches and measurements at the LHC in terms of models for new physics, in the context of the LHC Reinterpretation Forum.
High Energy Physics - Phenomenology High Energy Physics - Experiment
