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Manh Nguyen Duc
Manh Nguyen Duc
University of Transport and Communications
Verified email at utc.edu.vn
Title
Cited by
Cited by
Year
A novel artificial intelligence approach based on Multi-layer Perceptron Neural Network and Biogeography-based Optimization for predicting coefficient of consolidation of soil
BT Pham, MD Nguyen, KTT Bui, I Prakash, K Chapi, DT Bui
Catena 173, 302-311, 2019
1882019
Prediction of shear strength of soft soil using machine learning methods
BT Pham, TA Hoang, DM Nguyen, DT Bui
Catena 166, 181-191, 2018
1832018
Development of artificial intelligence models for the prediction of Compression Coefficient of soil: An application of Monte Carlo sensitivity analysis
BT Pham, MD Nguyen, D Van Dao, I Prakash, HB Ly, TT Le, LS Ho, ...
Science of The Total Environment 679, 172-184, 2019
1502019
A novel hybrid soft computing model using random forest and particle swarm optimization for estimation of undrained shear strength of soil
BT Pham, C Qi, LS Ho, T Nguyen-Thoi, N Al-Ansari, MD Nguyen, ...
Sustainability 12 (6), 2218, 2020
982020
A novel approach for classification of soils based on laboratory tests using Adaboost, Tree and ANN modeling
BT Pham, MD Nguyen, T Nguyen-Thoi, LS Ho, M Koopialipoor, NK Quoc, ...
Transportation Geotechnics 27, 100508, 2021
892021
Soft-computing techniques for prediction of soils consolidation coefficient
MD Nguyen, BT Pham, LS Ho, HB Ly, TT Le, C Qi, VM Le, LM Le, ...
Catena 195, 104802, 2020
532020
Development of artificial neural networks for prediction of compression coefficient of soft soil
BT Pham, MD Nguyen, HB Ly, TA Pham, V Hoang, H Van Le, TT Le, ...
CIGOS 2019, Innovation for Sustainable Infrastructure: Proceedings of the …, 2020
522020
Extreme learning machine based prediction of soil shear strength: a sensitivity analysis using Monte Carlo simulations and feature backward elimination
BT Pham, T Nguyen-Thoi, HB Ly, MD Nguyen, N Al-Ansari, VQ Tran, ...
Sustainability 12 (6), 2339, 2020
512020
Development of an artificial intelligence approach for prediction of consolidation coefficient of soft soil: a sensitivity analysis
MD Nguyen, BT Pham, TT Tuyen, HP Hai Yen, I Prakash, TT Vu, K Chapi, ...
The Open Construction & Building Technology Journal 13 (1), 2019
452019
A new development of ANFIS-Based Henry gas solubility optimization technique for prediction of soil shear strength
W Ding, MD Nguyen, AS Mohammed, DJ Armaghani, M Hasanipanah, ...
Transportation Geotechnics 29, 100579, 2021
252021
A comparative study of soft computing models for prediction of permeability coefficient of soil
BT Pham, MD Nguyen, N Al-Ansari, QA Tran, LS Ho, HV Le, I Prakash
Mathematical Problems in Engineering 2021, 1-11, 2021
172021
Novel approach for soil classification using machine learning methods
MD Nguyen, R Costache, AH Sy, H Ahmadzadeh, H Van Le, I Prakash, ...
Bulletin of Engineering Geology and the Environment 81 (11), 468, 2022
142022
Estimation of load-bearing capacity of bored piles using machine learning models
PB Thai, DD Nguyen, QAB Thi, MD Nguyen, TT Vu, I Prakash
Vietnam Journal of Earth Sciences 44 (4), 470-480, 2022
122022
Features of large-scale landslide at Hau Thao area, Sa Pa town, Lao Cai province
DM Nguyen, QH Tran
Geotechnics for Sustainable Infrastructure Development, 917-922, 2020
102020
Estimation of shear strength parameters of soil using Optimized Inference Intelligence System
BT Pham, M Amiri, MD Nguyen, TQ Ngo, KT Nguyen, HT Tran, H Vu, ...
Vietnam Journal of Earth Sciences 43 (2), 189-198, 2021
92021
A novel approach for classification of soils based on laboratory tests using Adaboost. Tree and ANN Modeling Transp Geotech
BT Pham, MD Nguyen, T Nguyen-Thoi, LS Ho, M Koopialipoor, NK Quoc, ...
72020
Prediction of lateral displacement of ground improved by mernard vacuum consolidation method based on characteristics of soft soil and settlement observation results
MD Nguyen, D Van Le, BT Pham
International Journal of Civil Engineering and Technology (IJCIET) 8 (11 …, 2017
42017
Shear resistance and stability study of embankments using different shear resistance parameters of soft soils from laboratory and field tests: a case study of Hai Phong city …
BT Pham, MD Nguyen, AH Le
Int J Sci Res Dev 3, 330-334, 2016
42016
Nghiên cứu giải pháp tổ hợp xử lý sụt trượt bờ dốc quy mô lớn khu vực đồi Ông Tượng thành phố Hòa Bình
NĐ Mạnh
Tạp chí Giao thông vận tải điện tử, 2017
32017
Features, generation mechanism and urgent treatment solution to the large landslide at Chi Luong resettlement area, Muong Lay Town, Dien Bien Province
ND Manh
The 3rd International Conference VIETGEO 2016 “Geological and Geotechnical …, 2016
32016
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