Peer-reviewedCC BY-NC-ND 4.0Scientific Reports
Mechanics-informed neural network for predicting the axial compressive strength of short circular concrete-filled steel tube columns
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BibTeX
@article{boonlertnirun2026mechanicsinformed,
title = {{Mechanics-informed neural network for predicting the axial compressive strength of short circular concrete-filled steel tube columns}},
author = {Piyawat Boonlertnirun and Rut Su and Arnut Sutha and Wei Gao and Sawekchai Tangaramvong},
journal = {Scientific Reports},
year = {2026},
month = oct,
doi = {10.1038/s41598-026-73050-4},
url = {https://www.nature.com/articles/s41598-026-73050-4},
note = {CC BY-NC-ND 4.0},
}
RIS
TY - JOUR
TI - Mechanics-informed neural network for predicting the axial compressive strength of short circular concrete-filled steel tube columns
AU - Piyawat Boonlertnirun
AU - Rut Su
AU - Arnut Sutha
AU - Wei Gao
AU - Sawekchai Tangaramvong
PY - 2026
DA - 2026/10/04
JO - Scientific Reports
DO - 10.1038/s41598-026-73050-4
UR - https://www.nature.com/articles/s41598-026-73050-4
SN - 2045-2322
ER -