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Sadeep Thilakarathna
Sadeep Thilakarathna
Research Fellow at The University of Melbourne
Dirección de correo verificada de unimelb.edu.au
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Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications
SK Baduge, S Thilakarathna, JS Perera, M Arashpour, P Sharafi, ...
Automation in Construction 141, 104440, 2022
6502022
Mesoscale modelling of concrete–a review of geometry generation, placing algorithms, constitutive relations and applications
PSM Thilakarathna, KSK Baduge, P Mendis, V Vimonsatit, H Lee
Engineering Fracture Mechanics 231, 106974, 2020
1762020
Embodied carbon analysis and benchmarking emissions of high and ultra-high strength concrete using machine learning algorithms
PSM Thilakarathna, S Seo, KSK Baduge, H Lee, P Mendis, G Foliente
Journal of Cleaner Production 262, 121281, 2020
1122020
Understanding fracture mechanism and behaviour of ultra-high strength concrete using mesoscale modelling
PSM Thilakarathna, KSK Baduge, P Mendis, ERK Chandrathilaka, ...
Engineering Fracture Mechanics 234, 107080, 2020
512020
Structural applications of synthetic fibre reinforced cementitious composites: A review on material properties, fire behaviour, durability and structural performance
ERK Chandrathilaka, SK Baduge, P Mendis, PSM Thilakarathna
Structures 34, 550-574, 2021
412021
& Mendis, P.(2022)
SK Baduge, S Thilakarathna, JS Perera, M Arashpour, P Sharafi, ...
Artificial intelligence and smart vision for building and construction 4, 0
40
Aggregate geometry generation method using a structured light 3D scanner, spherical harmonics–based geometry reconstruction, and placing algorithms for mesoscale modeling of …
PSM Thilakarathna, S Kristombu Baduge, P Mendis, ERK Chandrathilaka, ...
Journal of Materials in Civil Engineering 33 (8), 04021198, 2021
222021
Assessment of crack severity of asphalt pavements using deep learning algorithms and geospatial system
SK Baduge, S Thilakarathna, JS Perera, GP Ruwanpathirana, L Doyle, ...
Construction and Building Materials 401, 132684, 2023
132023
Multiscale modelling framework for elasticity of ultra high strength concrete using nano/microscale characterization and finite element representative volume element analysis
PSM Thilakarathna, KSK Baduge, P Mendis, H Lee, ERK Chandrathilaka, ...
Construction and Building Materials 327, 126968, 2022
132022
A Slack approach to optimised modularisation of prefabricated structures using a multi-variable modularisation index
N Tidhar, Y Li, KSK Baduge, P Mendis, PSM Thilakarathna, ...
Structures 33, 1235-1251, 2021
92021
Flexural performance of prefabricated ultra-high-strength textile reinforced concrete (UHSTRC): an experimental and analytical investigation
ERK Chandrathilaka, SK Baduge, P Mendis, PSM Thilakarathna
Buildings 10 (4), 68, 2020
62020
Identification of transversely isotropy of calcium silicate hydrate using nanoindentation and finite element analysis
V Vimonsatit, H Lee, WY Huen, P Mendis, SK Baduge, S Thilakarathna
Construction and Building Materials 261, 119900, 2020
52020
The feasibility of using lightweight eps-based panels for staircases of apartments
P Vishnu, PSM Thilakarathna, P Mendis, MTR Jayasinghe
8th International conference on structural engineering and construction …, 2017
32017
Enhancing the Efficiency of Plastic Recovery Facilities: Systematically Integrating Seasonal and Regional Variations of Municipal Solid Recyclable Waste Through Infeed Management
JS Perera, SK Baduge, ERK Chandrathilaka, S Thilakarathna, TS Palle, ...
Waste Management 193, 261-272, 2025
12025
Molecular dynamics investigation of compressive behaviour of carbon nanotubes (CNT) reinforced calcium silicate hydrate (CSH) with different Ca: Si ratios
ERK Chandrathilaka, SK Baduge, P Mendis, PSM Thilakarathna
Results in Engineering 25, 103929, 2025
2025
Asphalt Cracked and Uncracked Image Dataset
PM Kasun Shanaka Kristombu Baduge , Sadeep Thilakarathna , Jude Shalitha ...
https://data.mendeley.com/datasets/88kdyyc73h/1, 2023
2023
Micro Scale Strength Characterisation of Multi-Phase Cementitious Materials Using Nanoindentation, Fe-Rve and Analytical Homogenisation Method
PSM Thilakarathna, KS Kristombu Baduge, H Lee, ERK Chandrathilaka, ...
Hyuk and Chandrathilaka, Egodawaththa Ralalage Kanishka and Vimonsatit …, 0
FEASIBILITY OF USING LIGHTWEIGHT EPS BASED PARTITIONS FOR WASHROOMS OF APARTMENTS
P Vishnu, PSM Thilakarathna, P Mendis, MTR Jayasinghe
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Artículos 1–18