Machine learning based water pipe failure prediction: The effects of engineering, geology, climate and socio-economic factors X Fan, X Wang, X Zhang, XB Yu Reliability Engineering & System Safety 219, 108185, 2022 | 74 | 2022 |
Machine learning model and strategy for fast and accurate detection of leaks in water supply network X Fan, X Zhang, XB Yu Journal of Infrastructure Preservation and Resilience 2 (1), 1-21, 2021 | 47 | 2021 |
Study on the behaviors of fungi-concrete surface interactions and theoretical assessment of its potentials for durable concrete with fungal-mediated self-healing X Zhang, X Fan, M Li, A Samia, XB Yu Journal of Cleaner Production 292, 125870, 2021 | 40 | 2021 |
Naturally grown mycelium-composite as sustainable building insulation materials X Zhang, J Hu, X Fan, X Yu Journal of Cleaner Production 342, 130784, 2022 | 39 | 2022 |
A generalized predictive model for TiO2–Catalyzed photo-degradation rate constants of water contaminants through artificial neural network Z Jiang, J Hu, X Zhang, Y Zhao, X Fan, S Zhong, H Zhang, X Yu Environmental Research 187, 109697, 2020 | 32 | 2020 |
Comparative evaluation of moisture susceptibility of modified/foamed asphalt binders combined with different types of aggregates using surface free energy approach J Hu, L Zhang, X Zhang, Y Guo, XB Yu Construction and Building Materials 256, 119429, 2020 | 22 | 2020 |
Uncertainty quantification of a deep learning model for failure rate prediction of water distribution networks X Fan, X Zhang, XB Yu Reliability Engineering & System Safety 236, 109088, 2023 | 15 | 2023 |
A graph convolution network‐deep reinforcement learning model for resilient water distribution network repair decisions X Fan, X Zhang, X Yu Computer‐Aided Civil and Infrastructure Engineering 37 (12), 1547-1565, 2022 | 14 | 2022 |
Novel strategies to grow natural fibers with improved thermal stability and fire resistance X Zhang, X Fan, C Han, Y Li, E Price, G Wnek, YTT Liao, XB Yu Journal of Cleaner Production 320, 128729, 2021 | 11 | 2021 |
Chloride Diffusion Prediction in Concrete through Mathematical Models Based on Time–Dependent Diffusion Coefficient and Surface Chloride Concentration QX Xiong, QF Liu, X Zhang, C Chen Journal of Materials in Civil Engineering 34 (11), 04022309, 2022 | 9 | 2022 |
Behaviors of expansive soils mixed with polymeric stabilizing foams X Zhang, X Yu, Y Guo, X Fan Eighth International Conference on Case Histories in Geotechnical …, 2019 | 9 | 2019 |
Improving soil surface erosion resistance by fungal mycelium X Zhang, X Fan, C Han, C Wang, X Yu Geo-Congress 2020, 523-531, 2020 | 7 | 2020 |
A novel method to improve the soil erosion resistance with fungi X Zhang, X Fan, C Wang, X Yu Acta Geotechnica 18 (5), 2827-2845, 2023 | 5 | 2023 |
Assessment of the impacts of climat change on water supply system pipe failures X Fan, X Zhang, A Yu, M Speitel, X Yu Scientific Reports 13 (1), 7349, 2023 | 3 | 2023 |
A deep reinforcement learning model for resilient road network recovery under earthquake or flooding hazards X Fan, X Zhang, X Wang, X Yu Journal of Infrastructure Preservation and Resilience 4 (1), 8, 2023 | 3 | 2023 |
A Novel Deep Reinforcement Learning Model for Resilient Road Network Recovery from Multiple Hazards X Fan, X Zhang, X Wang, X Yu | 1 | 2022 |
Development and characterization of novelly grown fire-resistant fungal fibers X Zhang, Y Li, X Fan, G Wnek, YTT Liao, X Yu Scientific Reports 12 (10836), 2022 | | 2022 |
FUNGAL-MEDIATED AND FUNGI-SOURCED SUSTAINABLE CIVIL ENGINEERING MATERIALS X Zhang Case Western Reserve University, 2022 | | 2022 |