TY - RPRT TI - Efficient Training of Deep Neural Operator Networks via Randomized Sampling AU - Karumuri, Sharmila [Department of Civil & Systems Engineering, Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, USA] (ORCID:0009000265594404) AU - Graham-Brady, Lori [Department of Civil & Systems Engineering, Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, USA] (ORCID:0000000150404909) AU - Goswami, Somdatta [Department of Civil & Systems Engineering, Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, USA] (ORCID:0000000282559080) PY - 2025 DO - 10.1142/s2811032325400016 UR - https://www.osti.gov/biblio/2802267 ID - 2802267 ER -