160 citations · 225 across the 15 of their papers we have counts for
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Quantum Machine Learning for Chemistry and Physics
Manas Sajjan, Junxu Li, Raja Selvarajan +5
Machine learning (ML) has emerged into formidable force for identifying hidden but pertinent patterns within a given data set with the objective of subsequent generation of automat…
Statistical correlation between quantum entanglement and spin-orbit coupling in crossed beam molecular dynamics
Junxu Li, Manas Sajjan, Sumit Suresh Kale +1
Non-classical features like interference is already being harnessed to control the output of chemical reactions. However quantum entanglement which is an equally enigmatic many-bod…
Quantum Cluster Algorithm for Data classification
Junxu Li, Sabre Kais
We present a quantum algorithm for data classification based on the nearest-neighbor learning algorithm. The classification algorithm is divided into two steps: Firstly, data in th…
A Universal Quantum Circuit Design for Periodical Functions
Junxu Li, Sabre Kais
We propose a universal quantum circuit design that can estimate any arbitrary one-dimensional periodic functions based on the corresponding Fourier expansion. The quantum circuit c…
A practical quantum encryption protocol with varying encryption configurations
Junxu Li, Zixuan Hu, Sabre Kais
Quantum communication is an important application that derives from the burgeoning field of quantum information and quantum computation. Focusing on secure communication, quantum c…