Recent developments and applications of the machine-learned moment tensor potentials

Nikita Rybin, Dmitry Fedorov, Ivan Novikov, Alexander V. Shapeev

Submission Type: I want my submission to be considered for both oral and poster presentation.

Keywords: machine-learning interatomic potentials, moment tensor potential, low-rank approximations, electrolytes, thermal conductivity

TL;DR: We are discussing recent methodological developments done with MTP model and recent applications where MTP showed its efficiency.

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 194