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Dive into the research topics where Siyi Jia is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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A transfer learning approach to predict corrosion-induced concrete cracking based on steel weight loss distributions
Jia, S., Akiyama, M. & Frangopol, D. M., 2026 May, In: Structural Safety. 120, 102684.Research output: Contribution to journal › Article › peer-review
Open Access -
Fusing experimental and FEM-based knowledge: a transfer learning model for inferring steel corrosion in reinforced concrete structures
Jia, S., Akiyama, M. & Frangopol, D. M., 2026 May, In: Structural Safety. 120, 102672.Research output: Contribution to journal › Article › peer-review
Open Access -
Failure probability estimate of corroded reinforced concrete structures based on sparse representation of steel weight loss distributions
Jia, S., Akiyama, M., Frangopol, D. M. & Xu, Z., 2025 Nov, In: Structural Safety. 117, 102622.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
PBA 地铁施工对邻近车站结构变形影响研究
Translated title of the contribution :Study on Structural Deformation Effects of Adjacent Stations Induced by PBA Subway Construction Research output: Contribution to journal › Article › peer-review
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Quantifying the value of information in Bayesian inference using deflection measurements of prestressed concrete bridges
Jia, S., Akiyama, M. & Frangopol, D. M., 2025, (Accepted/In press) In: Structure and Infrastructure Engineering.Research output: Contribution to journal › Article › peer-review
Open Access