Resilience & Innovative Materials for smArt infraStructures (RIMAS) Research group

About Our Research Group

The Resilience & Innovative Materials for Smart Infrastructure group (RIMAS) is one of the research groups from the University of Transport Technology. The group is dedicated to advancing a new generation of infrastructure systems that is capable of withstanding the growing environmental, economical and technological demands. Our research focuses on the high-performance, sustainable, multifunctional materials as well as the resilience and longevity of the structures. We aim to develop adaptive materials and structural solutions for sustainable, intelligent infrastructure, investigating from fundamental research to real-world validation and long-term performance monitoring.

No

Name

Prof/PhD/MSc

Affiliation

Role

Email

Note

1

Tran Van Quan

Assoc. Prof. PhD

University of Transport Technology (UTT)

Team Leader

quantv@utt.edu.vn

 

2

Ho Si Lanh

Assoc. Prof. PhD

University of Transport Technology (UTT)

Deputy leader

lanhhs@utt.edu.vn

 

3

Nguyen Thi Thu Nga

Assoc. Prof. PhD

University of Transport Technology (UTT)

Scientific Secretary

ngantt@utt.edu.vn

 

4

Nguyen Long Khanh

PhD

University of Transport Technology (UTT)

Key Member

khanhnl@utt.edu.vn

 

5

Vu Trung Hieu

PhD

University of Transport Technology (UTT)

Key Member

 hieuvt@utt.edu.vn

 

6

Duong Thi Ngoc Thu

PhD

University of Transport Technology (UTT)

Key Member

thudtn@utt.edu.vn

 

7

Tran Viet Hung

PhD

University of Transport and Communication

Key Member

hungtv@utc.edu.vn

 

8

Hoang Quoc Gia

PhD

Thuyloi University

Key Member

 

 

9

Ngo Van Thuc

 

MienTay University

Key Member

nvthuc34@gmail.com

 

10

Be Ngoc Son

Msc

University of Transport Technology (UTT)

Key Member

sonbn@utt.edu.vn

 

11

Chau Ngoc Vinh

Msc

University of Michigan,

USA

Key member

cnvinh@umich.edu

 

12

Vu The Thuan

Msc

University of Transport Technology (UTT)

Key Member

thuanvt@utt.edu.vn

 

13

Dao Dac Hoang

Msc

University of Transport Technology (UTT)

Key Member

hoangdd@utt.edu.vn

 

14

Le Trung Hieu

Msc

University of Transport Technology (UTT)

Key member

hieult@utt.edu.vn

 

15

Lai Bao Tan

Msc

University of Transport Technology (UTT)

Key member

tanlb@utt.edu.vn

 

 

Core Research Areas

Fields of research: Materials Engineering,  Sustainable Structure, Smart Infrastructure

Main outcomes:

- Projects

No

Title

Project level/ Funders

PI

Beginning year

Ending year

Funding (USD)

Note

 1

Study on the use of crushed sand, fly ash, and GGBS to produce chloride and sulfate-resistant concrete for use in port construction projects in Vietnam.

 Ministry level

PI

1/2023

3/2024 

 26,000

 

 2

 Development of microbial self-healing concrete for structural elements in transport infrastructure

Ministry level

PI 

 2021

 2022

 22000

 

 3

 Geochemical modeling for long-term material performance (durability) prediction of concrete materials exposure to seawater and sewage

 Nafosted

PI 

 2019

 2021

 27000

 

 4

 Investigation and simulation of chloride transport in cementitious material under high-temperature condition considering high temperature effect on chloride binding capacity of concrete

 Nafosted

 PI

 2024

onging

27000

 

 5

 Development and optimization of a treatment process for phosphogypsum waste for use as material in road pavement structures

Ministry level

PI 

 2025

 onging

 58000

 

 

- Publications

No

Title

Year

Journal

SCIE/Scopus

Authors

Link

Note

 1

 Microstructure and physico-mechanical properties of geopolymer stabilized soils considering the influence of precursor contents and curing conditions

 2025

 Materials Today Communications

 SCIE

 Loi Van Bui, XinLi Hu, Viet Quoc Dang, Vinh Ngoc Chau, Lanh Si Ho*

 https://doi.org/10.1016/j.mtcomm.2025.113721

 

 2

 Mechanical properties and durability of concrete containing fly ash and GGBS for marine environment: A comprehensive study from laboratory perspective

 2025

Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications

 SCIE

 Viet Quoc Dang, Vinh Ngoc Chau, Thuc Huy Phan, Sang Thanh Nguyen, Lanh Si Ho*

 

https://doi.org/10.1177/14644207251317612

 

 5

 Hybrid One-Dimensional Convolutional Neural Network—Recurrent Neural Network Model for Reconstructing Missing Data in Structural Health Monitoring Systems

 

 2025

 Machines

 SCIE

 

 Nguyen Thi Thu Nga, Jose C. Matos  and Son Dang Ngoc,*

 

 https://doi.org/10.3390/machines13121101

 

 4

 An experimental study on the influence of fine and coarse aggregates
 on the strength of polyurethane concrete for highway maintenance

 

 2025

REVISTAMATÉRIA

 SCIE

 

 Nguyen Thi Thu Nga *, Tran Quang Minh, Pham Quang Thong, Ngo Van Thuc

 

 

 

5

Investigating the effectiveness of hybrid gradient boosting models and optimization algorithms for concrete strength prediction

2025

Engineering Applications of Artificial Intelligence

SCIE

Khuong Le Nguyen, Mahmoud Shakouri, Lanh Si Ho*

https://doi.org/10.1016/j.engappai.2025.110568

12

6

Machine learning in assessing the structural behavior of corroded reinforced concrete beams

2025

Structural Concrete

SCIE

Anh‐Dung Tran, Van Quan Tran, Ngoc Tan Nguyen*

 

https://doi.org/10.1002/suco.70380

 

 

7

Developing interpretable machine learning model for evaluating young modulus of cemented paste backfill

2025

Journal of Intelligent & Fuzzy Systems

SCIE

Quoc Trinh Ngo, Linh Quy Nguyen, Trung Hieu Vu, Long Khanh Nguyen, Van Quan Tran*

https://doi.org/10.3233/JIFS-237539

 

 

8

Interpretable machine learning model for evaluating mechanical properties of concrete made with recycled concrete aggregate

2024

Structural Concrete

SCIE

Xuan Hien Nguyen, Quang Minh Phan, Ngoc Tan Nguyen, Van Quan Tran*

 

https://doi.org/10.1002/suco.202300614

 

 

 9

 Mechanical properties and service life analysis of high strength concrete using different silica fume contents in marine environment in Vietnam

 2024

 Journal of Engineering Research

 SCIE

 Long Khanh Nguyen, Thi Tuyet Trinh Nguyen, Sang Thanh Nguyen, Trinh Quoc Ngo, Thanh-Hai Le, Viet Quoc Dang, Lanh Si Ho*

 https://doi.org/10.1016/j.jer.2023.08.005

 11

10

Effect of low-calcium fly ash inclusion on long-term mechanical properties and durability of ground granulated blast furnace slag-based cement-free mortars

2024

Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications

SCIE

Phuong Trinh Bui, Lanh Si Ho, Jin-Yan Shi, Trong-Phuoc Huynh

https://doi.org/10.1177/1464420723119668

6

11

Evaluation and estimation of compressive strength of concrete masonry prism using gradient boosting algorithm

2024

Plos one

SCIE

Lanh Si Ho, Van Quan Tran

https://doi.org/10.1371/journal.pone.0297364

 

14

12

Data-driven approach in investigating and predicting unconfined compressive strength of cemented paste backfill

2023

Materials Today Communications

SCIE

Quoc Trinh Ngo, Canh Tung Ngo, Quang Hung Nguyen, Huu Nam Nguyen, Linh Quy Nguyen, Kien Quyet Nguyen, Van Quan Tran*

https://doi.org/10.1016/j.mtcomm.2023.107065

 

13

Data‐driven approach for investigating and predicting of compressive strength of fly ash–slag geopolymer concrete

2023

Structural Concrete

SCIE

Van Quan Tran

https://doi.org/10.1002/suco.202300298

13

14

Mechanical properties and durability of concrete containing coal mine waste rock, F-class fly ash, and nano-silica for sustainable development

2023

Journal of Engineering Research

SCIE

Van Minh Nguyen, Thang Ba Phung, Duc Thang Pham, Lanh Si Ho*

https://doi.org/10.1016/j.jer.2023.100097

31

15

Interpretable machine learning model for autogenous shrinkage prediction of low-carbon cementitious materials

2023

Construction and Building Materials

SCIE

Benoit Hilloulin, Van Quan Tran*

https://doi.org/10.1016/j.conbuildmat.2023.132343

 

16

Selection of single machine learning model for designing compressive strength of stabilized soil containing lime, cement and bitumen

2023

Journal of Intelligent & Fuzzy Systems

SCIE

 

 

 

17

Machine learning approach for predicting and evaluating California bearing ratio of stabilized soil containing industrial waste

2022

Journal of Cleaner Production

SCIE

Lanh Si Ho, Van Quan Tran*

https://doi.org/10.1016/j.jclepro.2022.133587

61

18

Recycled waste medical glass as a fine aggregate replacement in low environmental impact concrete: Effects on long-term strength and durability performance

2022

Journal of Cleaner Production

SCIE

Lanh Si Ho, Trong-Phuoc Huynh*

https://doi.org/10.1016/j.jclepro.2022.133144

66

19

Experimental investigation on the performance of concrete incorporating fine dune sand and ground granulated blast-furnace slag

2022

Construction and Building Materials

 

TP Huynh, LS Ho, Q Van Ho*

https://doi.org/10.1016/j.conbuildmat.2022.128512

70

20

Development and characterization of a controlled low-strength material produced using a ternary mixture of Portland cement, fly ash, and waste water treatment sludge

2022

Journal of Cleaner Production

SCIE

Lanh Si Ho, Bo-Jyun Jhang, Chao-Lung Hwang, Trong-Phuoc Huynh*

https://doi.org/10.1016/j.jclepro.2022.131899

31

21

Evaluating compressive strength of concrete made with recycled concrete aggregates using machine learning approach

2022

Construction and Building Materials

SCIE

Van Quan Tran*, Viet Quoc Dang, Lanh Si Ho*

https://doi.org/10.1016/j.conbuildmat.2022.126578

 

22

Using machine learning techniques for predicting autogenous shrinkage of concrete incorporating superabsorbent polymers and supplementary cementitious materials

2022

Journal of Building Engineering

 

SCIE

Benoit Hilloulin, Van Quan Tran*

https://doi.org/10.1016/j.jobe.2022.104086

 

23

Machine learning approach for investigating chloride diffusion coefficient of concrete containing supplementary cementitious materials

2022

Construction and Building Materials

SCIE

Van Quan Tran*

https://doi.org/10.1016/j.conbuildmat.2022.127103

 

 

24

Hybrid gradient boosting with meta-heuristic algorithms prediction of unconfined compressive strength of stabilized soil based on initial soil properties, mix design and effective compaction

 

 

Journal of Cleaner Production

SCIE

Van Quan Tran*

https://doi.org/10.1016/j.jclepro.2022.131683

 

25

Effect of temperature on the chloride binding capacity of cementitious materials

2021

Magazine of Concrete Research

SCIE

Van Quan Tran*, Hoang-Long Nguyen, Dong Van Dao, Benoit Hilloulin, Long Khanh Nguyen, Quang Hung Nguyen, Tien-Thinh Le, Hai-Bang Ly

https://doi.org/10.1680/jmacr.19.00484

 

26

Evaluating machine learning model for investigating surface chloride concentration of concrete exposed to tidal environment

2025

Frontiers of Structural and Civil Engineering

SCIE

Thi Tuyet Trinh Nguyen,  Long Khanh Nguyen*.

https://doi.org/10.1007/s11709-025-1135-1

 

27

Nonlinear flutter analysis of functionally graded carbon

2022

International Journal of Computational Materials

ESCI

Duong Thi Ngoc Thu, Nguyen Thai Chung,and Nguyen Van Dang

DOI: 10.1142/S2047684122500105

 

- PhD/Master

No

Name

Project title

PhD/Master

Year of Graduation

Note

 1

Dang Xuan Hao 

Performance of cement-fly ash-treated laterite soil under

Master

2025

 Graduated

 2

Nguyen Viet Thang

 

Master

2024

Graduated

 3

Nguyen Tuan Anh

 

Master

2024

Graduated

 4

Phan Huy Thuc

 

PhD

2025 (started)

Ongoing

 5

Be Ngoc son

 

PhD

2024 (started)

Ongoing

6

Pham Hong Quan

 

PhD

2024 (started)

Ongoing

- Others