3 papers
quant-ph2026
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…
quant-ph2025
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…
quant-ph2024
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…