# Sergei Manzhos

According to our database

Collaborative distances:

^{1}, Sergei Manzhos authored at least 9 papers between 2009 and 2022.Collaborative distances:

## Timeline

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## Bibliography

2022

Random Sampling High Dimensional Model Representation Gaussian Process Regression (RS-HDMR-GPR) for representing multidimensional functions with machine-learned lower-dimensional terms allowing insight with a general method.

Comput. Phys. Commun., 2022

2021

Rectangularization of Gaussian process regression for optimization of hyperparameters.

CoRR, 2021

CoRR, 2021

Easy representation of multivariate functions with low-dimensional terms via Gaussian process regression kernel design: applications to machine learning of potential energy surfaces and kinetic energy densities from sparse data.

CoRR, 2021

2020

Mach. Learn. Sci. Technol., 2020

Comput. Phys. Commun., 2020

2015

A Comparative Density Functional Theory and Density Functional Tight Binding Study of Phases of Nitrogen Including a High Energy Density Material N<sub>8</sub>.

Comput., 2015

2013

Effect of Isotopic Substitution on Elementary Processes in Dye-Sensitized Solar Cells: Deuterated Amino-Phenyl Acid Dyes on TiO<sub>2</sub>.

Comput., 2013

2009

Comput. Phys. Commun., 2009