5 papers
Hybrid Variational Quantum Circuits for Multivariate Regression and High-Dimensional Data Reconstruction
Koffi Ognandon Ayena, Frédéric Holweck, Serge Iovleff +1
Variational quantum circuits (VQCs) are parameterized quantum circuits optimized classically. We propose a hybrid variational quantum circuit (HVQC) extending VQCs with a classical…
1D Convection-Diffusion in Porous Media: A Unified Solution from Bounded Domain to Half-Space
Koffi Ognandon Ayena, Frédéric Holweck, Amah Séna D'almeida
We present an analytical solution for 1D atmospheric pollutant dispersion in a bounded domain. Using coordinate transformation and spectral decomposition, we obtain a Fourier serie…
Local qubit invariants on quantum computer
Szilárd Szalay, Frédéric Holweck
We present two general methods to implement quantum circuits for the direct measuring of local unitary invariants on quantum computers. We work these out for important three-qubit…
Solving nonlinear differential equations on noisy -qubit quantum computers
Karla Baumann, Youcef Modheb, Roman Randrianarisoa +3
In this paper, we report on the resolution of nonlinear differential equations using IBM's quantum platform. More specifically, we demonstrate that the hybrid classical-quantum alg…
A hybrid variational quantum circuit approach for stabilizer states classifiers
Hamna Aslam, Frédéric Holweck
Entanglement classification of pure multipartite quantum states is a challenging problem in quantum information theory that can be mathematically stated as orbit classification for…