111 citations · 202 across the 5 of their papers we have counts for
5 papers
Efficient non-parametric fitting of potential energy surfaces for polyatomic molecules with Gaussian processes
Jie Cui, Roman V. Krems
We explore the performance of a statistical learning technique based on Gaussian Process (GP) regression as an efficient non-parametric method for constructing multi-dimensional po…
Gaussian Process Model for Extrapolation of Scattering Observables for Complex Molecules: from Benzene to Benzonitrile
Jie Cui, Zhiying Li, Roman V. Krems
We consider a problem of extrapolating the collision properties of a large polyatomic molecule A-H to make predictions of the dynamical properties for another molecule related to A…
Gaussian Process Model for Collision Dynamics of Complex Molecules
Jie Cui, Roman V. Krems
We show that a Gaussian Process model can be combined with a small number (of order 100) of scattering calculations to provide a multi-dimensional dependence of scattering observab…
Elastic and inelastic collisions of molecules in a magnetic field
Jie Cui, Roman V. Krems
We calculate the cross sections for elastic scattering and Zeeman relaxation in binary collisions of molecules in the ro-vibrational ground state of a electronic state and th…
Controlling collisional decoherence of ultracold molecules in superposition states by an external magnetic field
Jie Cui, Roman V. Krems
We present expressions demonstrating that collisional decoherence of ultracold atoms or molecules in a coherent superposition of non-degenerate quantum states is suppressed when bo…