Ivan S. Novikov

According to our database, Ivan S. Novikov authored at least 3 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Path-integral molecular dynamics with actively-trained and universal machine learning force fields.

A. A. Solovykh, N. E. Rybin, Ivan S. Novikov, Alexander V. Shapeev

CoRR, May, 2025

2021

The MLIP package: moment tensor potentials with MPI and active learning.

Ivan S. Novikov, Konstantin Gubaev, Evgeny V. Podryabinkin, Alexander V. Shapeev

Mach. Learn. Sci. Technol., 2021

Accelerating first-principles estimation of thermal conductivity by machine-learning interatomic potentials: A MTP/ShengBTE solution.

Bohayra Mortazavi, Evgeny V. Podryabinkin, Ivan S. Novikov, Timon Rabczuk, Xiaoying Zhuang, Alexander V. Shapeev

Comput. Phys. Commun., 2021