Two stage AI framework for strength prediction and generative LLM for geopolymer concrete

M M. S. Aravind Unni V V. M. Akhil S Shimol Philip

Article Details

Volume / Issue Vol. 16, Issue 1
Published April 26, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (3)

M

M. S. Aravind Unni

V

V. M. Akhil

S

Shimol Philip