Predicting heterogeneous ice nucleation with a data-driven approach

Heterogenous ice nucleation is a ubiquitous phenomenon, but predicting the ice nucleation ability of a substrate is challenging. Here the authors develop a machine-learning data-driven approach to predict the ice nucleation ability of substrates, which is based on four descriptors related to physica...

Full description

Saved in:
Bibliographic Details
Main Authors: Martin Fitzner, Philipp Pedevilla, Angelos Michaelides
Format: article
Language:EN
Published: Nature Portfolio 2020
Subjects:
Q
Online Access:https://doaj.org/article/831823056c1f4b0a8352e14baf8f5f16
Tags: Add Tag
No Tags, Be the first to tag this record!