154 citations · 360 across the 8 of their papers we have counts for
4 papers · 1 filter
Towards Pricing Financial Derivatives with an IBM Quantum Computer
Ana Martin, Bruno Candelas, Ángel Rodríguez-Rozas +6
Pricing interest-rate financial derivatives is a major problem in finance, in which it is crucial to accurately reproduce the time-evolution of interest rates. Several stochastic d…
Towards Prediction of Financial Crashes with a D-Wave Quantum Computer
Yongcheng Ding, Javier Gonzalez-Conde, Lucas Lamata +7
Prediction of financial crashes in a complex financial network is known to be an NP-hard problem, which means that no known algorithm can guarantee to find optimal solutions effici…
Machine learning method for single trajectory characterization
Gorka Muñoz-Gil, Miguel Angel Garcia-March, Carlo Manzo +2
In order to study transport in complex environments, it is extremely important to determine the physical mechanism underlying diffusion, and precisely characterize its nature and p…
A Probabilistic framework for Quantum Clustering
Raúl V. Casaña-Eslava, Paulo J. G. Lisboa, Sandra Ortega-Martorell +2
Quantum Clustering is a powerful method to detect clusters in data with mixed density. However, it is very sensitive to a length parameter that is inherent to the Schrödinger equat…