| A review of machine learning (ML) and explainable artificial intelligence (XAI) methods in additive manufacturing (3D Printing) J Ukwaththa, S Herath, DPP Meddage Materials Today Communications 41, 110294, 2024 | 101 | 2024 |
| Predicting bulk average velocity with rigid vegetation in open channels using tree-based machine learning: A novel approach using explainable artificial intelligence DPP Meddage, IU Ekanayake, S Herath, R Gobirahavan, N Muttil, ... Sensors 22 (12), 4398, 2022 | 40 | 2022 |
| Topologically optimal design and failure prediction using conditional generative adversarial networks S Herath, U Haputhanthri International Journal for Numerical Methods in Engineering 122 (23), 6867-6887, 2021 | 29 | 2021 |
| Computational modeling and data‐driven homogenization of knitted membranes S Herath, X Xiao, F Cirak International Journal for Numerical Methods in Engineering 123 (3), 683-704, 2022 | 16 | 2022 |
| On the geometrically exact formulations of finite deformable isogeometric beams S Herath, G Yin Computational Mechanics 67 (6), 1705-1717, 2021 | 15 | 2021 |
| Machine learning techniques for predictive modelling and uncertainty quantification of the mechanical properties of woven carbon fibre composites N Ariyasinghe, S Herath Materials Today Communications 40, 109732, 2024 | 11 | 2024 |
| Parametric study on the homogenized response of woven carbon fibre composites S Herath, M Jayasekara, C Mallikarachchi 2020 Moratuwa Engineering Research Conference (MERCon), 36-41, 2020 | 11 | 2020 |
| Initial design of trusses using topology optimization in a deep learning environment S Herath, U Haputhanthri, C Mallikarachchi 2020 From Innovation to Impact (FITI) 1, 1-6, 2020 | 9 | 2020 |
| Enabling deep space exploration with an in-space propellant depot supplied from lunar ice S Casanova, J Henry de Frahan, V Guimaraes Goecks, S Herath, ... AIAA SPACE and Astronautics Forum and Exposition, 5376, 2017 | 9 | 2017 |
| Multiscale modelling and explainable AI for predicting mechanical properties of carbon fibre woven composites with parametric microscale and mesoscale configurations C Wanasinghe, S Dharmawansha, N Ariyasinghe, P Ranatunga, S Herath, ... Composite Structures, 119282, 2025 | 8 | 2025 |
| Effects of tow arrangements on the homogenized response of carbon fiber woven composites N Gowrikanthan, M Jayasekara, C Mallikarachchi, S Herath Composite Structures 300, 116081, 2022 | 8 | 2022 |
| Multiscale modelling and material design of woven textiles using Gaussian processes S Herath Acta Mechanica 233 (1), 317-341, 2022 | 8 | 2022 |
| Design-informed generative modelling of skeletal structures using structural optimization LS Sarma, C Mallikarachchi, S Herath Computers & Structures 302, 107474, 2024 | 7 | 2024 |
| Material orientation optimisation of finite deformable orthotropic thin-shells S Herath Mechanics Research Communications 119, 103811, 2022 | 7 | 2022 |
| Multiscale modelling of woven and knitted fabric membranes S Herath University of Cambridge, 2020 | 7 | 2020 |
| Size effect and fibre arrangement on meso-mechanical modelling of woven fibre composites M Jayasekara, S Herath, N Gowrikanthan, C Mallikarachchi 2021 Moratuwa Engineering Research Conference (MERCon), 124-129, 2021 | 6 | 2021 |
| Optimizing mechanical properties of concrete using sugarcane bagasse ash S Sankeeth, AAN Prabhath, HGH Damruwan, H Herath, ... Results in Engineering 27, 105968, 2025 | 5 | 2025 |
| Nonlinear multiscale modelling and design using Gaussian processes S Herath, U Haputhanthri Journal of Applied and Computational Mechanics 7 (3), 1583-1592, 2021 | 4 | 2021 |
| Modified ply thickness for classical lamination theory for thin woven fibre composites H Herath, H Mallikarachchi The Institution of Engineers: Colombo, 2016 | 4 | 2016 |
| Effectiveness of Sri Lankan Bamboo as a Structural Material SVP Allalagoda, SS Bandaranayake, T Vitharana, MTR Jayasinghe, ... International Conference on Sustainable Built Environment, 353-368, 2022 | 3 | 2022 |
Chinthaka MallikarachchiProfessor, University of Moratuwa, Sri LankaVerified email at uom.lk
