Physics-informed AI framework for multiscale design, discovery, and optimization of polymer nanocomposite microstructures using neural operators

N Natrayan Lakshmaiya N Naveen Kilari C CH Ajay S Seeniappan Kaliappan R Ramya Maranan A Anand Rajendran W Wubishet Degife Mammo

Article Details

Volume / Issue Vol. 16, Issue 1
Published May 14, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (7)

N

Natrayan Lakshmaiya

N

Naveen Kilari

C

CH Ajay

S

Seeniappan Kaliappan

R

Ramya Maranan

A

Anand Rajendran

W

Wubishet Degife Mammo