One-shot learning for solution operators of partial differential equations

A Anran Jiao H Haiyang He (State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, Shaanxi Key Laboratory of Agricultural and Environmental Microbiology, College of Life Sciences, Northwest Agriculture and Forestry University) R Rishikesh Ranade J Jay Pathak L Lu Lu

Article Details

Volume / Issue Vol. 16, Issue 1
Published September 25, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (5)

A

Anran Jiao

H

Haiyang He

State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, Shaanxi Key Laboratory of Agricultural and Environmental Microbiology, College of Life Sciences, Northwest Agriculture and Forestry University

R

Rishikesh Ranade

J

Jay Pathak

L

Lu Lu