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Sumudu Herath
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Year
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
172021
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
162022
On the geometrically exact formulations of finite deformable isogeometric beams
S Herath, G Yin
Computational Mechanics 67 (6), 1705-1717, 2021
112021
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
82022
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
62020
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
62017
Multiscale modelling of woven and knitted fabric membranes
S Herath
University of Cambridge, 2020
52020
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
52020
Modified ply thickness for classical lamination theory for thin woven fibre composites
H Herath, H Mallikarachchi
42016
Multiscale modelling and material design of woven textiles using Gaussian processes
S Herath
Acta Mechanica 233 (1), 317-341, 2022
32022
Nonlinear multiscale modelling and design using Gaussian processes
S Herath, U Haputhanthri
Journal of Applied and Computational Mechanics 7 (3), 1583-1592, 2021
32021
Nonlinear material modelling and design using statistical learning
S Herath
Proceedings of SSESL Annual Sessions 2020 29, 66-73, 2020
22020
Optimal design and failure prediction using neural networks
S Herath, U Haputhanthri
22020
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
12022
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
12022
Design optimization of a steel bridge bracket
S Liyanagunawardhana, LS Sarma, S Herath
2022 Moratuwa Engineering Research Conference (MERCon), 1-6, 2022
12022
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
12021
Feasibility of using 3D point cloud technologies in Sri Lankan Civil Engineering Industry
R Subakaran, H Herath
12021
Comparative Study on the Mechanical Properties of Concrete by Substituting Cement with Sugarcane Bagasse Ash
S Sankeeth, BS Kumara, HGH Damruwan, H Herath, CS Lewangamage, ...
2023 Moratuwa Engineering Research Conference (MERCon), 155-160, 2023
2023
Homogenized material property prediction of carbon fiber composites using data-driven methods
V Vipulananthan, U Weerasinghe, N Ariyasinghe, C Mallikarachchi, ...
Department of Civil and Environmental Engineering, Faculty of Engineering …, 2023
2023
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