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Die folgende Bibliografie enthält alle in dieser Datenbank indizierten Veröffentlichungen, die mit diesem Namen als Autor, Herausgeber oder anderweitig Beitragenden verbunden sind.

  1. Xin, Jiyu / Frangopol, Dan M. / Akiyama, Mitsuyoshi (2024): Probabilistic Time–Variant Functionality-Based Analysis of Transportation Networks Incorporating Asphalt Pavements and Bridges under Multiple Hazards. In: Journal of Bridge Engineering (ASCE), v. 29, n. 12 (Dezember 2024).

    https://doi.org/10.1061/jbenf2.beeng-6716

  2. Gou, Junfang / Liu, Fuqiang / Shang, Enxiang / Xin, Jiyu (2024): Enhancing the physical properties of styrene-butadiene-styrene (SBS)-modified asphalt through polyetheramine-functionalized graphene oxide (PEA-GO) composites. In: Construction and Building Materials, v. 418 (März 2024).

    https://doi.org/10.1016/j.conbuildmat.2024.135426

  3. Xin, Jiyu / Akiyama, Mitsuyoshi / Frangopol, Dan M. (2024): Autonomous detection of steel corrosion spatial variability in reinforced concrete using X-ray technology and deep learning-based semantic segmentation. In: Automation in Construction, v. 158 (Februar 2024).

    https://doi.org/10.1016/j.autcon.2023.105252

  4. Xin, Jiyu / Frangopol, Dan M. / Akiyama, Mitsuyoshi / Han, Xu (2023): Probabilistic Life-Cycle Connectivity Assessment of Transportation Networks Using Deep Learning. In: Journal of Bridge Engineering (ASCE), v. 28, n. 9 (September 2023).

    https://doi.org/10.1061/jbenf2.beeng-6149

  5. Srivaranun, Supasit / Akiyama, Mitsuyoshi / Yamada, Taiki / Frangopol, Dan M. / Xin, Jiyu (2023): A novel combined experimental-machine learning approach to estimate the probabilistic capacity of RC beams with spatially correlated rebar corrosion in transverse and longitudinal directions. In: Engineering Structures, v. 279 (März 2023).

    https://doi.org/10.1016/j.engstruct.2023.115588

  6. Xin, Jiyu / Akiyama, Mitsuyoshi / Frangopol, Dan M. / Zhang, Mingyang / Pei, Jianzhong / Zhang, Jiupeng (2021): Reliability-based life-cycle cost design of asphalt pavement using artificial neural networks. In: Structure and Infrastructure Engineering, v. 17, n. 6 (August 2021).

    https://doi.org/10.1080/15732479.2020.1815807

  7. Xin, Jiyu / Akiyama, Mitsuyoshi / Miyazato, Shinichi / Frangopol, Dan M. / Lim, Sopokhem / Xu, Zhejun / Li, Ao (2022): Effects of galvanostatic and artificial chloride environment methods on the steel corrosion spatial variability and probabilistic flexural capacity of RC beams. In: Structure and Infrastructure Engineering, v. 18, n. 10-11 (August 2022).

    https://doi.org/10.1080/15732479.2022.2061016

  8. Xin, Jiyu / Akiyama, Mitsuyoshi / Frangopol, Dan M. / Zhang, Mingyang (2022): Multi-objective optimisation of in-service asphalt pavement maintenance schedule considering system reliability estimated via LSTM neural networks. In: Structure and Infrastructure Engineering, v. 18, n. 7 (April 2022).

    https://doi.org/10.1080/15732479.2022.2038641

  9. Zhang, Mingyang / Akiyama, Mitsuyoshi / Shintani, Mina / Xin, Jiyu / Frangopol, Dan M. (2021): Probabilistic estimation of flexural loading capacity of existing RC structures based on observational corrosion-induced crack width distribution using machine learning. In: Structural Safety, v. 91 (Juli 2021).

    https://doi.org/10.1016/j.strusafe.2021.102098

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