Work

FieldPerceiver: Domain agnostic transformer model to predict multiscale physical fields and nonlinear material properties through neural ologs

Year: 2022

Type: article

Source: Materials Today

DOI: 10.1016/j.mattod.2022.05.020

Author: Markus J. Buehler

Institution: Massachusetts Institute of Technology

Language: English

Topic: Machine Learning in Materials Science

Subfield: Materials Chemistry

Field: Materials Science

Domain: Physical Sciences

Open Access status: bronze

Funders: National Institutes of Health, Office of Naval Research, Army Research Office, Army Research Laboratory

OpenAlex ID: W4292508613

FWCI: 2.915

Cites: 37

Cited by: 52

Related to: 10