24 citations · 33 across the 9 of their papers we have counts for
9 papers
Vector Representation of Exact Soliton Dynamics in Multi-component Nonlinear Schrödinger Systems
Maxime Foucher, Laurent Delisle, Amine Jaouadi
Multicomponent nonlinear Schrödinger equations constitute fundamental models for coherent matter waves in multicomponent Bose--Einstein condensates, spinor quantum fluids, and vect…
A Vector Bilinear Framework for Soliton Dynamics in Coupled Modified KdV Systems
Laurent Delisle, Amine Jaouadi
We investigate the integrable structure and soliton dynamics of a coupled modified Korteweg-de Vries (cmKdV) system with a real symmetric coupling matrix. We introduce a vector ref…
Reinforcement Learning for Robust Calibration of Multi-Qudit Quantum Gates
Amine Jaouadi, Sahel Ashhab
Higher-dimensional quantum systems, such as qudits, offer architectural and algorithmic advantages over qubits, but their increased spectral crowding and limited controllability re…
Harnessing Environmental Memory with Reinforcement Learning in Open Quantum Systems
Safae Gaidi, Abdallah Slaoui, Mohammed EL Falaki +1
Non-Markovian quantum dynamics, characterized by information backflow from the environment to the system, has emerged as a potential resource for quantum technologies. A key challe…
Re-exploring Control Strategies in a Non-Markovian Open Quantum System by Reinforcement Learning
Amine Jaouadi, Etienne Mangaud, Michèle Desouter-Lecomte
In this study, we reexamine a recent optimal control simulation targeting the preparation of a superposition of two excited electronic states in the UV range in a complex molecular…
Survey of the Hierarchical Equations of Motion in Tensor-Train format for non-Markovian quantum dynamics
Etienne Mangaud, Amine Jaouadi, Alex Chin +1
This work is a pedagogical survey about the hierarchical equations of motion and their implementation with the tensor-train format. These equations are a great standard in non-pert…