Publications

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2020

1.

D. Koner; M. Meuwly

Potential Energy Surfaces for Polyatomic Molecules from Energies and Gradients Using Reproducing Kernel Hilbert Space Interpolation Journal Article

In: J. Chem. Theo. Comput., vol. 16, pp. 5474–5484, 2020.

BibTeX | Tags: machine learning, potential energy surfaces, reproducing kernel, RKHS

2017

2.

O. T. Unke; M. Meuwly

Toolkit for the Construction of Reproducing Kernel-Based Representations of Data: Application to Multidimensional Potential Energy Surfaces Journal Article

In: J. Chem. Inf. Model, vol. 57, pp. 1923-1931, 2017.

BibTeX | Tags: potential energy surfaces, reproducing kernel

2015

3.

M. Soloviov; M. Meuwly

Reproducing Kernel Potential Energy Surfaces in Biomolecular Simulations: Nitric Oxide Binding to Myoglobin Journal Article

In: J. Chem. Phys., vol. 143, pp. 105103, 2015.

BibTeX | Tags: Biomolecular Simulations, Myoglobin, Nitric Oxide, potential energy surfaces, reproducing kernel