1 citations · 1 across the 3 of their papers we have counts for
3 papers
quant-ph2025
Molecular representations of quantum circuits for quantum machine learning
Elham Torabian, Roman V. Krems
We establish an isomorphism between quantum circuits and a subspace of polyatomic molecules, which suggests that molecules can be used as descriptors of quantum circuits for quantu…
quant-ph2025
Lattice stitching by eigenvector continuation for Holstein polaron
Elham Torabian, Roman V. Krems
Simulations of lattice particle - phonon systems are fundamentally restricted by the exponential growth of the number of quantum states with the lattice size. Here, we demonstrate…
quant-ph2022★ 1 cited
Compositional optimization of quantum circuits for quantum kernels of support vector machines
Elham Torabian, Roman V. Krems
While quantum machine learning (ML) has been proposed to be one of the most promising applications of quantum computing, how to build quantum ML models that outperform classical ML…