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quant-ph2025
Unlocking Multidimensional Integration with Quantum Adaptive Importance Sampling
Konstantinos Pyretzidis, Jorge J. Martínez de Lejarza, Germán Rodrigo
Multidimensional numerical integration is a central ingredient of theoretical predictions in high-energy physics, where multiloop Feynman diagrams and phase-space integrals are com…
quant-ph2025
Quantum Chebyshev Probabilistic Models for Fragmentation Functions
Jorge J. Martínez de Lejarza, Hsin-Yu Wu, Oleksandr Kyriienko +2
Quantum generative modeling is emerging as a powerful tool for advancing data analysis in high-energy physics, where complex multivariate distributions are common. However, efficie…