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浏览/检索结果: 共7条，第1-7条 帮助 已选(0)清除 条数/页：5101520253035404550556065707580859095100   排序方式：请选择发表日期升序发表日期降序提交时间升序提交时间降序题名升序题名降序作者升序作者降序 Gradient Boosted Models for Enhancing Fatigue Cracking Prediction in Mechanistic-Empirical Pavement Design Guide 期刊论文 JOURNAL OF TRANSPORTATION ENGINEERING PART B-PAVEMENTS, 2019, 卷号: 145 作者:  Gong, Hongren;  Sun, Yiren;  Huang, Baoshan 收藏  |  浏览/下载：8/0  |  提交时间：2019/12/02 Mechanistic-empirical pavement design guide (MEPDG)  Alligator cracking (AC)  Gradient boost machine  Machine learning  Extreme boosting machine (XGBoost)   Investigating impacts of asphalt mixture properties on pavement performance using LTPP data through random forests 期刊论文 CONSTRUCTION AND BUILDING MATERIALS, 2019, 卷号: 204, 页码: 203-212 作者:  Gong, Hongren;  Sun, Yiren;  Hu, Wei;  Polaczyk, Pawel Andrzej;  Huang, Baoshan 收藏  |  浏览/下载：14/0  |  提交时间：2019/12/02 Random forests  LTPP  Relative importance  Asphalt mixtures  Engineering properties  Rutting  IRI  Cracking   Estimating Asphalt Concrete Modulus of Existing Flexible Pavements for Mechanistic-Empirical Rehabilitation Analyses 期刊论文 JOURNAL OF MATERIALS IN CIVIL ENGINEERING, 2019, 卷号: 31 作者:  Gong, Hongren;  Sun, Yiren;  Huang, Baoshan 收藏  |  浏览/下载：93/0  |  提交时间：2019/12/02 Mechanistic-Empirical Pavement Design Guide (MEPDG)  Asphalt concrete  Modulus  Falling weight deflectometer (FWD)  Machine learning  Regularized regression  Long-Term Pavement Performance (LTPP)   Improving accuracy of rutting prediction for mechanistic-empirical pavement design guide with deep neural networks 期刊论文 CONSTRUCTION AND BUILDING MATERIALS, 2018, 卷号: 190, 页码: 710-718 作者:  Gong, Hongren;  Sun, Yiren;  Mei, Zijun;  Huang, Baoshan 收藏  |  浏览/下载：7/0  |  提交时间：2019/12/02 Rutting  Asphalt pavement  MEPDG  Deep learning  Machine learning  Neural network   Use of random forests regression for predicting IRI of asphalt pavements 期刊论文 CONSTRUCTION AND BUILDING MATERIALS, 2018, 卷号: 189, 页码: 890-897 作者:  Gong, Hongren;  Sun, Yiren;  Shu, Xiang;  Huang, Baoshan 收藏  |  浏览/下载：4/0  |  提交时间：2019/12/02 Roughness  Pavement  Decision tree  Random forests  Machine learning  Management  LTPP  Regression tree  Ride quality   Resilient Interface Shear Modulus for Characterizing Shear Properties of Pavement Base Materials 期刊论文 JOURNAL OF MATERIALS IN CIVIL ENGINEERING, 2018, 卷号: 30 作者:  Han, Bingye;  Ling, Jianming;  Shu, Xiang;  Gong, Hongren;  Sun, Yiren 收藏  |  浏览/下载：11/0  |  提交时间：2019/12/02 Geogrids  Geogrid-aggregate interface  Cyclic shear test  Resilient interface shear modulus   Pressure Distribution under Steel and Timber Crossties in Railway Tracks 期刊论文 JOURNAL OF TRANSPORTATION ENGINEERING PART A-SYSTEMS, 2017, 卷号: 143, 页码: - 作者:  Song, Weimin;  Shu, Xiang;  Huang, Baoshan;  Sun, Yiren;  Gong, Hongren 收藏  |  浏览/下载：2/0  |  提交时间：2019/12/03 Pressure distribution  Railroad track  Timber crosstie  Steel crosstie  Cyclic loading