Shanaka Kristombu Baduge

Excavator 3D pose estimation using deep learning and hybrid datasets

Amin Assadzadeh, Mehrdad Arashpour, Heng Li, Reza Hosseini, Faris Elghaish, Shanaka Baduge

Journal article  |  2023  |  Advanced Engineering Informatics

Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications

Shanaka Kristombu Baduge, Sadeep Thilakarathna, Jude Shalitha Perera, Mehrdad Arashpour, Pejman Sharafi, Bertrand Teodosio, Amkit Shringi, Priyan Mendis

Journal article  |  2022  |  AUTOMATION IN CONSTRUCTION

This article presents a state-of-the-art review of the applications of Artificial Intelligence (AI), Machine Learning (ML), and De..

Multiscale modelling framework for elasticity of ultra high strength concrete using nano/microscale characterization and finite element representative volume element analysis

PSM Thilakarathna, P Mendis, H Lee, ERK Chandrathilaka, V Vimonsatit, KS Kristombu Baduge

Journal article  |  2022  |  CONSTRUCTION AND BUILDING MATERIALS

Ultra-High Strength Concrete (UHSC) (greater than 100 MPa) is a mechanically superior material compared with the Normal Strength C..

A hybrid precast concrete stiffened wall substructure for residential construction on expansive soils

Bertrand Teodosio, Mohamed Al-Hussein, Haitao Yu, Kasun Shanaka Kristombu Baduge, Priyan Mendis

Journal article  |  2022  |  JOURNAL OF BUILDING ENGINEERING

The use of precast systems reduces material wastage, decreases effect of weather impacts, cuts down unexpected costs, lessens skil..

Cementless building materials made from recycled plastic and sand/glass: a review and road map for the future

Jude Shalitha Perera, Priyan Mendis, Shanaka Kristombu Baduge, Mahak Hashemi

Journal article  |  2022  |  ELECTRONIC JOURNAL OF STRUCTURAL ENGINEERING

Plastic and glass can be sorted using machines and recycled into new plastic and glass as opposed to producing them from raw mater..

Design of prefabricated footing connection using a coupled hydro-mechanical finite element model

Bertrand Teodosio, Kasun Shanaka Kristombu Baduge, Priyan Mendis

Journal article  |  2021  |  STRUCTURAL CONCRETE

The use of prefabricated systems can alleviate the inadequate housing and skilled workers in most developed countries by expeditin..

Multi-Criteria Analysis of a Developed Prefabricated Footing System on Reactive Soil Foundation

Bertrand Teodosio, Francesco Bonacci, Seongwon Seo, Kasun Shanaka Kristombu Baduge, Priyan Mendis

Journal article  |  2021  |  ENERGIES

The need for advancements in residential construction and the hazard induced by the shrink–swell reactive soil movement prompted t..

A review and comparison of design methods for raft substructures on expansive soils

B Teodosio, KS Kristombu Baduge, P Mendis

Journal article  |  2021  |  Journal of Building Engineering

Shrink-swell movements of soils cause angular distortion to substructures leading to significant damage to lightweight structures...

Structural applications of synthetic fibre reinforced cementitious composites: A review on material properties, fire behaviour, durability and structural performance

ERK Chandrathilaka, Shanaka Kristombu Baduge, Priyan Mendis, PSM Thilakarathna

Journal article  |  2021  |  STRUCTURES

Though fibres are being used in concrete structures for a couple of decades, the use of polymeric Synthetic Fibres (SyF) such as P..

Aggregate Geometry Generation Method Using a Structured Light 3D Scanner, Spherical Harmonics-Based Geometry Reconstruction, and Placing Algorithms for Mesoscale Modeling of Concrete

PSM Thilakarathna, S Kristombu Baduge, P Mendis, ERK Chandrathilaka, V Vimonsatit, H Lee

Journal article  |  2021  |  Journal of Materials in Civil Engineering

Mesoscale numerical modeling is an effective method of representing concrete as a three-phase material. Accurate aggregate geometr..