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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)
Synergistic utilization of red mud for flue-gas desulfurization and fly ash-based geopolymer preparation
期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2019, 卷号: 369
作者:
Nie, Qingke
;
Hu, Wei
;
Huang, Baoshan
;
Shu, Xiang
;
He, Qiang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
Red mud
Geopolymer
Flue gas desulfurization
Class C fly ash
Class F fly ash
Improving pervaporation performance of PDMS membranes by interpenetrating polymer network for recovery of bio-butanol
期刊论文
SEPARATION AND PURIFICATION TECHNOLOGY, 2019, 卷号: 228
作者:
Hu, Mingjie
;
Wu, Ziye
;
Sun, Li
;
Guo, Siyuan
;
Li, Houbin
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
Butanol
Interpenetrating polymer network
PDMS
Fluoropolymer
Diffusion
Investigation of the strength development of cast-in-place geopolymer piles with heating systems
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 215
作者:
Hu, Wei
;
Nie, Qingke
;
Huang, Baoshan
;
Shu, Xiang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Cast-in-place pile
Geopolymer
Class F fly ash
Heating system
Intelligent whole-blood imaging flow cytometry for simple, rapid, and cost-effective drug-susceptibility testing of leukemia
期刊论文
LAB ON A CHIP, 2019, 卷号: 19, 期号: 16
作者:
Kobayashi, Hirofumi
;
Lei, Cheng
;
Wu, Yi
;
Huang, Chun-Jung
;
Yasumoto, Atsushi
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/12/05
Functional consumers regulate the effect of availability of subsidy on trophic cascades in the Yellow River Delta, China
期刊论文
MARINE POLLUTION BULLETIN, 2019, 卷号: 140, 页码: 157-164
作者:
Yan, Jiaguo[1]
;
Cui, Baoshan[2]
;
Huang, Honghui[3]
;
O'Flynn, Sarah[4]
;
Bai, Junhong[5]
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/01/02
Availability of leaf detritus
Recruitment
Foraging preference
Functional response
Macroinvertebrates
Resource retention
Green Algae as Carriers Enhance the Bioavailability of C-14-Labeled Few-Layer Graphene to Freshwater Snails
期刊论文
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2018, 卷号: 52, 期号: 3, 页码: 1591-1601
作者:
Su, Yu
;
Tong, Xin
;
Huang, Chi
;
Chen, Jiani
;
Liu, Sijin
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2019/06/20
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
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