155 citations · 243 across the 15 of their papers we have counts for
15 papers
Optimal Classification of Three-Qubit Entanglement with Cascaded Support Vector Machine
Fatemeh Sadat Lajevardi, Azam Mani, Ali Fahim
We introduce a systematic framework for three-qubit entanglement classification using a cascaded architecture of Support Vector Machine (SVM) classifiers. Leveraging the well defin…
Entanglement Witness Derived By Using Kolmogorov-Arnold Networks
Fatemeh Lajevardi, Azam Mani, Ali Fahim
We utilize Kolmogorov-Arnold Networks to design an interpretable model capable of detecting quantum entanglement within a set of nine-parameter two-qubit states. This network serve…
Effective detection of quantum discord by using Convolutional Neural Networks
Narjes Taghadomi, Azam Mani, Ali Fahim +2
Quantum discord is a form of correlation that is defined as the difference between quantum and classical mutual information of two parties. Due to the optimization involved in the…
Quantum coherence between subspaces: State transformation, Cohering Power, -coherence and other properties
Azam Mani, Fatemeh Rezazadeh, Vahid Karimipour
The concept of bock-coherence, first introduced in [1] and developed in [2,3] encompasses the case where experimental capabilities are not so delicate to perform arbitrary refined…
Investigation of the Behavior of Quantum Coherence in Quantum Phase Transitions of Two-Dimensional XY and Ising Models
Narjes Taghadomi, Azam Mani, Ali Bakouei
We investigate the behavior of quantum coherence of the ground states of 2D Heisenberg XY model and 2D Ising model with transverse field on square lattices, by using the method of…
Encoding the information in relative parameters
F. Rezazadeh, A. Mani
We investigate the problem of communicating three parameters in the absence of shared reference frame. We explore two methods in which the relative angles of spins are used to enco…