Author

Linh Hoang Tran

Institutions: Ton Duc Thang University, Ho Chi Minh City University of Technology

Observed institutions: Vietnam National University Ho Chi Minh City, Ton Duc Thang University, Ho Chi Minh City University of Technology

ORCID: 0000-0002-3507-1373

Observed ORCID: 0000-0002-3507-1373

OpenAlex ID: A5015704587

Prediction of breaking wave height by using artificial neural network-based approach

2023 · Nga Thanh Duong, Khiem Quang Tran, et al. · Ocean Modelling · 28

Development of novel parametric wave model for irregular wave height transformation

2023 · Khiem Quang Tran, Nga Thanh Duong, et al. · Ocean Engineering · 13

Hybrid Metaheuristic–ANN for accurate, stable, and generalized breaking wave height prediction

2025 · Khiem Quang Tran, Nga Quynh Nguyen Tra, et al. · Ocean Engineering · 6

Hyperparameter-tuned Light Gradient Boosting Machine model for predicting breaking wave height

2026 · Khiem Quang Tran, Nga Quynh Nguyen Tra, et al. · Coastal Engineering Journal · 4

Application of Weibull distribution and stable energy concept for numerical solutions of random wave heights

2025 · Nga Thanh Duong, Loc Xuan Luu, et al. · Dynamics of Atmospheres and Oceans · 4

Unconfined compressive strength of geopolymers based soil: Model development using gene expression programming and a comparison with other computer-based approaches

2024 · Khiem Quang Tran, Nga Thanh Duong, et al. · Mechanics of Advanced Materials and Structures · 4

A transformer encoder-only framework for multi-horizon wave forecasting with physical and window-length interpretability

2026 · Nga Thanh Duong, Nga Quynh Nguyen Tra, et al. · Ocean Engineering · 3

Irregular wave height transformation prediction based on weighted Rayleigh distribution and bore concept

2024 · Khiem Quang Tran, Nga Thanh Duong, et al. · Coastal Engineering Journal · 3

Model Development of Water Depth for Spilling-Type Breaking Waves Using Gene Expression Programming

2023 · Loc Xuan Luu, Nga Thanh Duong, et al. · Lecture notes in civil engineering · 2

An explainable hybrid TLBO–ANN approach for accurate shear resistance prediction in steel fiber–reinforced concrete beams

2026 · Nga Thanh Duong, Nga Quynh Nguyen Tra, et al. · Structures · 1

Engineering-oriented evaluation of machine learning models for shear capacity prediction of reinforced concrete beams across structural regimes and extreme conditions

2026 · Hau Van Nguyen, Chien Thanh Phan, et al. · Case Studies in Construction Materials

Optimization of Parametric Wave Models by Genetic Algorithm for Predicting Significant Wave Height Transformation

2026 · Nga Thanh Duong, Loc Xuan Luu, et al. · Lecture notes in civil engineering

Modification of Probability Density Function for Wave Height Transformation Prediction

2026 · Nga Thanh Duong, Loc Xuan Luu, et al. · Lecture notes in civil engineering

Development and Verification of Breaking Wave Height Models for Regular Wave

2026 · Nga Thanh Duong, Loc Xuan Luu, et al. · Lecture notes in civil engineering

Re-Calibrating of Dissipation Models for Breaking Wave Based on Parametric Wave Approach Using Root-Mean-Square Height and Mean Wave Height

2023 · Loc Xuan Luu, Nga Thanh Duong, et al. · Lecture notes in civil engineering

Development of Energy Dissipation Model Based on Weighted Rayleigh Distribution and Bore Concept for Irregular Wave Height Transformation

2023 · Nga Thanh Duong, Khiem Quang Tran, et al. · SSRN Electronic Journal

Works count: 16

Citation count: 68

H-index: 4

I10-index: 2