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quant-ph2025
Exponential Improvement on Asian Option Pricing Through Quantum Preconditioning Methods
Gumaro Rendon, Rutuja Kshirsagar, Quoc Hoan Tran
In this work, we present a quantum algorithm designed to solve the differential equation used in the pricing of Asian options, in the framework of the Black-Scholes model. Our appr…
quant-ph2024
Coherence influx is indispensable for quantum reservoir computing
Shumpei Kobayashi, Quoc Hoan Tran, Kohei Nakajima
Echo state property (ESP) is a fundamental property that allows an input-driven dynamical system to perform information processing tasks. Recently, extensions of ESP to potentially…
quant-ph2024
Extending echo state property for quantum reservoir computing
Shumpei Kobayashi, Quoc Hoan Tran, Kohei Nakajima
The echo state property (ESP) represents a fundamental concept in the reservoir computing (RC) framework that ensures output-only training of reservoir networks by being agnostic t…