825 citations · 2.9k across the 47 of their papers we have counts for
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Towards Quantum Advantage in Financial Market Risk using Quantum Gradient Algorithms
Nikitas Stamatopoulos, Guglielmo Mazzola, Stefan Woerner +1
We introduce a quantum algorithm to compute the market risk of financial derivatives. Previous work has shown that quantum amplitude estimation can accelerate derivative pricing qu…
Sampling, rates, and reaction currents through reverse stochastic quantization on quantum computers
Guglielmo Mazzola
The quest for improved sampling methods to solve statistical mechanics problems of physical and chemical interest proceeds with renewed efforts since the invention of the Metropoli…
Gauge invariant quantum circuits for and Yang-Mills lattice gauge theories
Giulia Mazzola, Simon V. Mathis, Guglielmo Mazzola +1
Quantum computation represents an emerging framework to solve lattice gauge theories (LGT) with arbitrary gauge groups, a general and long-standing problem in computational physics…
Learning to Measure: Adaptive Informationally Complete Generalized Measurements for Quantum Algorithms
Guillermo García-Pérez, Matteo A. C. Rossi, Boris Sokolov +5
Many prominent quantum computing algorithms with applications in fields such as chemistry and materials science require a large number of measurements, which represents an importan…
Improved accuracy on noisy devices by non-unitary Variational Quantum Eigensolver for chemistry applications
Francesco Benfenati, Guglielmo Mazzola, Chiara Capecci +4
We propose a modification of the Variational Quantum Eigensolver algorithm for electronic structure optimization using quantum computers, named non-unitary Variational Quantum Eige…