1 citations · 1 across the 4 of their papers we have counts for
5 papers
New Quantum Algorithm For Solving Linear System of Equations
Nhat A. Nghiem
Linear equations play a pivotal role in many areas of science and engineering, making efficient solutions to linear systems highly desirable. The development of quantum algorithms…
Estimation of Nonlinear Physical Quantities By Measuring Ancillas
Nhat A. Nghiem, Tzu-Chieh Wei
In this article, we present quantum algorithms for estimating von Neumann entropy and Renyi entropy, which are crucial physical and information-theoretical properties of a given qu…
New Quantum Algorithm for Principal Component Analysis
Nhat A. Nghiem
Quantum principal component analysis (QPCA) ignited a new development toward quantum machine learning algorithms. Initially showcasing as an active way for analyzing a quantum syst…
Quantum Algorithm For Testing Convexity of Function
Nhat A. Nghiem, Tzu-Chieh Wei
Functions are a fundamental object in mathematics, with countless applications to different fields, and are usually classified based on certain properties, given their domains and…
A Unified Framework for Quantum Supervised Learning
Nhat A. Nghiem, Samuel Yen-Chi Chen, Tzu-Chieh Wei
Quantum machine learning is an emerging field that combines machine learning with advances in quantum technologies. Many works have suggested great possibilities of using near-term…