Physics-informed neural network surrogate for predicting hydration heat evolution profiles of Portland limestone cement (PLC)

Sangyoung Han, Yerim Byun, Hyeyun Lee, Hyeon-Ji Kim, Taemin Heo, Hansol Jang, Tangwei Mi, Gyuyong Kim, Hyun-Do Yun, Otim Kelvin Kennedy, Dongho Jeon

Open source

DOI
10.1016/j.dibe.2026.100949
Published
2026-04
Container
Developments in the Built Environment
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.dibe.2026.100949,
  title = {Physics-informed neural network surrogate for predicting hydration heat evolution profiles of Portland limestone cement (PLC)},
  author = {Sangyoung Han and Yerim Byun and Hyeyun Lee and Hyeon-Ji Kim and Taemin Heo and Hansol Jang and Tangwei Mi and Gyuyong Kim and Hyun-Do Yun and Otim Kelvin Kennedy and Dongho Jeon},
  year = {2026},
  journal = {Developments in the Built Environment},
  doi = {10.1016/j.dibe.2026.100949},
  url = {https://doi.org/10.1016/j.dibe.2026.100949}
}

RIS

TY  - JOUR
TI  - Physics-informed neural network surrogate for predicting hydration heat evolution profiles of Portland limestone cement (PLC)
AU  - Sangyoung Han
AU  - Yerim Byun
AU  - Hyeyun Lee
AU  - Hyeon-Ji Kim
AU  - Taemin Heo
AU  - Hansol Jang
AU  - Tangwei Mi
AU  - Gyuyong Kim
AU  - Hyun-Do Yun
AU  - Otim Kelvin Kennedy
AU  - Dongho Jeon
PY  - 2026
JO  - Developments in the Built Environment
DO  - 10.1016/j.dibe.2026.100949
UR  - https://doi.org/10.1016/j.dibe.2026.100949
ER  - 

APA

Han, S., Byun, Y., Lee, H., Kim, H., Heo, T., Jang, H., Mi, T., Kim, G., Yun, H., Kennedy, O. K., & Jeon, D. (2026). Physics-informed neural network surrogate for predicting hydration heat evolution profiles of Portland limestone cement (PLC). Developments in the Built Environment. https://doi.org/10.1016/j.dibe.2026.100949

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