Deep dive into machine learning density functional theory for materials science and chemistry
With the growth of computational resources, the scope of electronic structure simulations has
increased greatly. Artificial intelligence and robust data analysis hold the promise to …
increased greatly. Artificial intelligence and robust data analysis hold the promise to …
Digital-analog quantum learning on Rydberg atom arrays
We propose hybrid digital-analog learning algorithms on Rydberg atom arrays, combining
the potentially practical utility and near-term realizability of quantum learning with the rapidly …
the potentially practical utility and near-term realizability of quantum learning with the rapidly …
Reverse engineering of one-qubit filter functions with dynamical invariants
RKL Colmenar, JP Kestner - Physical Review A, 2022 - APS
We derive an integral expression for the filter-transfer function of an arbitrary one-qubit gate
through the use of dynamical invariant theory and Hamiltonian reverse engineering. We use …
through the use of dynamical invariant theory and Hamiltonian reverse engineering. We use …
Investigation and discussion of machine learning techniques for surrogate modeling of radio-frequency quadrupole particle accelerators
J Villarreal, D Winklehner, JM Conrad - arXiv preprint arXiv:2210.11451, 2022 - arxiv.org
Radio-Frequency Quadrupoles (RFQs) are multi-purpose linear particle accelerators that
simultaneously bunch and accelerate charged particle beams. The accurate simulation and …
simultaneously bunch and accelerate charged particle beams. The accurate simulation and …
Manifold formation and crossings of ultracold lattice spinor atoms in the intermediate interaction regime
XT Fang, ZQ Dai, D Xiang, SL Chen, SJ Li, X Gao… - Physical Review A, 2022 - APS
Ultracold spinor atoms in the weak and strong interaction regimes have been extensively
investigated, while the behavior in the intermediate regime is less understood. We …
investigated, while the behavior in the intermediate regime is less understood. We …
Probing ultracold gases using photoionization fine structure
Photoionization of atoms immersed in an environment such as an ultracold gas is
investigated. We show that the interference of two ionization pathways, one passing directly …
investigated. We show that the interference of two ionization pathways, one passing directly …