Ivan S. Novikov

Publication Activity (10 Years)

Years Active: 2021-2021
Publications (10 Years): 2

Top Topics

Active Learning

Zernike Moments

Selective Sampling

Top Venues

Mach. Learn. Sci. Technol.

Comput. Phys. Commun.

Publications

Bohayra Mortazavi, Evgeny V. Podryabinkin, Ivan S. Novikov, Timon Rabczuk, Xiaoying Zhuang, Alexander V. Shapeev
Accelerating first-principles estimation of thermal conductivity by machine-learning interatomic potentials: A MTP/ShengBTE solution. Comput. Phys. Commun. 258 (2021)
Ivan S. Novikov, Konstantin Gubaev, Evgeny V. Podryabinkin, Alexander V. Shapeev
The MLIP package: moment tensor potentials with MPI and active learning. Mach. Learn. Sci. Technol. 2 (2) (2021)