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Self-Healing Performance Assessment of Bacterial-Based Concrete Using Machine Learning Approaches.
Materials (Basel). 2022 Jun 23;15(13):4436. doi: 10.3390/ma15134436.
Materials (Basel). 2022.
PMID: 35806563
Free PMC article.
Prediction of Healing Performance of Autogenous Healing Concrete Using Machine Learning.
Huang X, Wasouf M, Sresakoolchai J, Kaewunruen S.
Huang X, et al. Among authors: sresakoolchai j.
Materials (Basel). 2021 Jul 21;14(15):4068. doi: 10.3390/ma14154068.
Materials (Basel). 2021.
PMID: 34361262
Free PMC article.
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Prognostics of unsupported railway sleepers and their severity diagnostics using machine learning.
Sresakoolchai J, Kaewunruen S.
Sresakoolchai J, et al.
Sci Rep. 2022 Apr 11;12(1):6064. doi: 10.1038/s41598-022-10062-w.
Sci Rep. 2022.
PMID: 35411031
Free PMC article.
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Railway infrastructure maintenance efficiency improvement using deep reinforcement learning integrated with digital twin based on track geometry and component defects.
Sresakoolchai J, Kaewunruen S.
Sresakoolchai J, et al.
Sci Rep. 2023 Feb 10;13(1):2439. doi: 10.1038/s41598-023-29526-8.
Sci Rep. 2023.
PMID: 36765166
Free PMC article.
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Automated machine learning recognition to diagnose flood resilience of railway switches and crossings.
Sresakoolchai J, Hamarat M, Kaewunruen S.
Sresakoolchai J, et al.
Sci Rep. 2023 Feb 6;13(1):2106. doi: 10.1038/s41598-023-29292-7.
Sci Rep. 2023.
PMID: 36747010
Free PMC article.
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Track Geometry Prediction Using Three-Dimensional Recurrent Neural Network-Based Models Cross-Functionally Co-Simulated with BIM.
Sresakoolchai J, Kaewunruen S.
Sresakoolchai J, et al.
Sensors (Basel). 2022 Dec 30;23(1):391. doi: 10.3390/s23010391.
Sensors (Basel). 2022.
PMID: 36616989
Free PMC article.
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Digital twins for managing railway maintenance and resilience.
Kaewunruen S, Sresakoolchai J, Lin YH.
Kaewunruen S, et al. Among authors: sresakoolchai j.
Open Res Eur. 2021 Nov 1;1:91. doi: 10.12688/openreseurope.13806.2. eCollection 2021.
Open Res Eur. 2021.
PMID: 37645213
Free PMC article.
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