A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime

出版年份 2019 全文链接

标题

作者

关键词

Uncertainty quantification, Bayesian inference, Coarse-graining, Variational inference, Random media, Multi-physics models

出版物

Volume -, Issue -, Pages -

出版商

Elsevier BV

发表日期

2019-07-25

DOI

10.1016/j.jcp.2019.05.053

联系作者

Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.

Create Now

Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.

Get Started