| Investigating on thermal insulation in concrete partition wall with insulation-material-infilled Voronoi sections: Feature impact analysis and efficient assessment approach H Wang, S Owyong, A Shi, S Shin, TH Nguyen, A Lin Journal of Building Engineering 96, 110437, 2024 | 12 | 2024 |
| Bayesian-based optimization of concrete infill pattern for enhancing thermal insulation performance H Wang, S Shin, A Lin Developments in the Built Environment 15, 100210, 2023 | 11 | 2023 |
| Integrating graph neural networks with physics-informed loss function for mechanical response prediction of hollow concrete structures with morphed honeycomb configurations H Wang, PFM Tan, YZ Foo, S Owyong, Z Lu, HT Chen, TH Nguyen, A Lin Materials & Design 251, 113659, 2025 | 10 | 2025 |
| Bayesian enhanced graph neural networks: Refining design spaces for hollow concrete components with optimum mechanical performance A Lin, H Wang, W He, S Owyong, HT Chen, TH Nguyen Engineering Structures 327, 119628, 2025 | 9 | 2025 |
| Acoustic insulation optimization of walls and panels with functional graded hollow sections using graph transformer evaluator and probability-informed genetic algorithm H Wang, TH Nguyen, Z Lu, F Rhiana, D Fong, W He, S Owyong, HT Chen, ... Building and Environment, 112550, 2025 | 7 | 2025 |
| Biomimetic self-shading walls via 3D-printing for reduced heat gain: Multiscale learning using graph neural networks to predict solar radiation absorption H Wang, Z Lu, A Wojtasiak, S Owyong, B Sun, Y Fang, S Vassigh, A Lin Building and Environment, 113048, 2025 | 5 | 2025 |
| Spiral kinematics: A biomimetic approach to enhancing demolding efficiency in 3D-printed polymeric formworks for customized hollow concrete structures Z Lu, S Owyong, X Tian, PX Tan, YX Liau, SNAA Aziz, H Wang, A Lin Materials & Design 252, 113763, 2025 | 3 | 2025 |
| Context-aware depth estimation for improved 3D reconstruction of homogeneous indoor environments T Wang, M Li, H Wang, P Li, B Xu, D Hu Automation in Construction 177, 106343, 2025 | 2 | 2025 |
| Physics-informed graph neural networks for predicting mechanical responses in hollow concrete structures with clay-filled morphed honeycomb cavities H Wang, F Rhiana, TH Nguyen, A Lin International Conference on Engineering Structures, 89-98, 2025 | 1 | 2025 |
| Optimization of partition wall infilled pattern for minimizing carbon footprint H Wang, A Goel, A Lin OST-CARBON: Proceedings of the 27th International Conference of the …, 2022 | 1 | 2022 |
| Towards low-carbon construction: Nature-inspired internal patterns for thermal insulation in lightweight concrete component cast using 3D-printed formwork H Wang, Y Wan, S Owyong, ETC Lim, A Goel, A Shi, Z Lu, TH Nguyen, ... Energy and Buildings, 116944, 2026 | | 2026 |
| Advancing graph-supported machine learning in generative design for architectural engineering H Wang, Z Lu, S Owyong, HT Chen, C Wu, TH Nguyen, A Lin Automation in Construction 180, 106530, 2025 | | 2025 |
| Physics-informed graph neural networks: Predicting the composite mechanical behavior of clay-infilled concrete structures with morphed honeycomb configurations H Wang, F Rhiana, A Shi, Z Lu, M Li, T Wang, TH Nguyen, A Lin Engineering Structures 343, 121267, 2025 | | 2025 |
Alexander LinSenior Lecturer, Department of the Built Environment, National University of SingaporeVerified email at nus.edu.sg
