| Analyzing the compressive strength of green fly ash based geopolymer concrete using experiment and machine learning approaches KT Nguyen, QD Nguyen, TA Le, J Shin, K Lee Construction and Building Materials 247, 118581, 2020 | 168 | 2020 |
| A machine learning-assisted numerical predictor for compressive strength of geopolymer concrete based on experimental data and sensitivity analysis AT Huynh, QD Nguyen, QL Xuan, B Magee, TC Chung, KT Tran, ... Applied Sciences 10 (21), 7726, 2020 | 55 | 2020 |
| Toward self-driving bicycles using state-of-the-art deep reinforcement learning algorithms SY Choi, TP Le, QD Nguyen, MA Layek, SG Lee, TC Chung Symmetry 11 (2), 290, 2019 | 22 | 2019 |
| Asynchronous framework with Reptile+ algorithm to meta learn partially observable Markov decision process DQ Nguyen, NA Vien, VH Dang, TC Chung Applied Intelligence 50, 4050-4062, 2020 | 11 | 2020 |
| A general framework for optimising cost-effectiveness of pandemic response under partial intervention measures QD Nguyen, M Prokopenko Scientific Reports 12 (1), 19482, 2022 | 10 | 2022 |
| Structure-preserving imitation learning with delayed reward: An evaluation within the RoboCup Soccer 2D Simulation environment QD Nguyen, M Prokopenko Frontiers in Robotics and AI 7, 123, 2020 | 9 | 2020 |
| Ontology-based recommender system for sport events Q Nguyen, LNT Huynh, TP Le, TC Chung Proceedings of the 13th International Conference on Ubiquitous Information …, 2019 | 9 | 2019 |
| Energy-efficient computation offloading with multi-MEC servers in 5G two-tier heterogeneous networks LNT Huynh, QV Pham, QD Nguyen, XQ Pham, VD Nguyen, EN Huh Proceedings of the 13th International Conference on Ubiquitous Information …, 2019 | 6 | 2019 |
| Persistence of the Omicron variant of SARS-CoV-2 in Australia: The impact of fluctuating social distancing SL Chang, QD Nguyen, A Martiniuk, V Sintchenko, TC Sorrell, ... PLOS Global Public Health 3 (4), e0001427, 2023 | 5 | 2023 |
| Learning a self-driving bicycle using deep deterministic policy Gradient TP Le, ND Quang, SY Choi, TC Chung 2018 18th International Conference on Control, Automation and Systems (ICCAS …, 2018 | 4 | 2018 |
| Measuring unequal distribution of pandemic severity across census years, variants of concern and interventions QD Nguyen, SL Chang, CM Jamerlan, M Prokopenko Population Health Metrics 21 (17), 2023 | 3 | 2023 |
| Frequency-based Data-driven Surrogate Model for Efficient Prediction of Irregular Structure’s Seismic Responses H Dang-Vu, QD Nguyen, TC Chung, J Shin, K Lee Journal of Earthquake Engineering, 2021 | 3 | 2021 |
| Contextual bandit learning with reward oracles and sampling guidance in multi-agent environments M Li, QD Nguyen IEEE Access 9, 96641-96657, 2021 | 2 | 2021 |
| Optimization to Task Bundle Processing for Multi-Access Edge Computing Systems QD Nguyen, NA Vien, T Le Pham, SY Choi, AFMS Uddin, TC Chung 한국정보과학회 학술발표논문집, 255-257, 2019 | 1 | 2019 |
| Reptile-First-Order Meta-Learning Implementation for Pendulum Reinforcement Learning Problem Q Nguyen, NA Vien, TC Chun 한국정보과학회 학술발표논문집, 761-763, 2018 | 1 | 2018 |
| Fracture behaviour assessment of high-performance fibre-reinforced concrete at high strain rates using interpretable modelling approaches QD Nguyen, KT Nguyen, TK Tran, K Lee, AT Huynh Heliyon, 2024 | | 2024 |
| Multi-Agent Learning in Highly Dynamic and Uncertain Environments DQ Nguyen | | 2023 |
| Discussion on complexity and accuracy of high-performance concrete's compressive strength deep learning models HV Pham, MN Dinh, S Luong, TC Chung, QD Nguyen 2022 RIVF International Conference on Computing and Communication …, 2022 | | 2022 |
Mikhail ProkopenkoProfessor, Centre for Complex Systems, University of SydneyVerified email at sydney.edu.au
