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D

D.P.P. Meddage

university of new south wales

23H-index
49Paper Count
1.9KCitation Count
Published Papers 33
Publication Date
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Experimental and Numerical Investigation of Angle-Stiffened Cold-Formed Steel Lipped Channels with Web Openings under ITF Loading
errThin-Walled Structures
IF6.6
err2026-04-17
err0
errOAAI
errTheventhiran Suganiyah; S.P.S.M Subhasinghe; Sumudu Herath; Pinelopi Kyvelou; D.P.P. Meddage
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errSave
Automated Design of Reinforced Concrete Dapped-End Connections Using Hybrid Deep Learning and Generative AI Augmentation
errJournal of Building Engineering
IF7.4
err2026-04-03
err0
errOAAI
errShashika Dharmawansha; Sumudu Herath; P.L.N. Fernando; D.P.P. Meddage; Chathura Rajapakse
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Investigation of inelastic response ratios for buildings with damping subjected to near-fault ground motions using numerical simulations and transformer-based models
errEngineering Structures
IF6.4
err2026-03-11
err0
errOAAI
errLakshitha Konara; Thilini Deshika; Rajeswaran Gobirahavan; Yasitha Alahakoon; I.U. Ekanayake; D.P.P. Meddage
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errSave
Surrogate modelling of unsteady wind pressure on tall buildings with varying slenderness and side ratios using attention-based neural networks
errJournal of Building Engineering
IF7.4
err2026-01-27
err0
errOAAI
errD.P.P. Meddage; Kasun Wijesooriya; Kapil Chauhan; Chi King Lee; D. Mohotti
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errSave
Material-efficient 2D skeletal structure design using convolutional neural networks
errMaterials Today Communications
IF4.5
err2025-11-28
err0
errOAAI
errNavod Jayaweera; Kavindu Prabasha; Chamod Fernando; Sumudu Herath; Konstantinos Daniel Tsavdaridis; D.P.P. Meddage
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Code-compliant optimal design of reinforced concrete slab beam systems for low to mid-rise buildings using heterogeneous graph neural networks with attention layers
errJournal of Building Engineering
IF7.4
err2025-11-13
err0
errOAAI
errNavod Jayaweera; Arosha Abeyrathna; Sumudu Herath; I.U. Ekanayake; D.P.P. Meddage
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Future challenges in hydrogen storage infrastructure design: Mitigating accidental explosion hazards
errInternational Journal of Protective Structures
IF1.7
err2025-11-01
err1
PREAI
errSenarathna, Wimukthi; Mohotti, Damith; Wijesooriya, Kasun; Gan, Edward Chern Jinn; Meddage, Pasindu; Remennikov, Alex; Lee, Chi King
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Data-informed design equation based on numerical modelling and interpretable machine learning for the shear capacity of cold-formed steel hollow flange beams with unstiffened and edge stiffened openings
errStructures
IF4.3
err2025-10-11
err0
errOAAI
errShashika Dharmawansha; Perampalam Gatheeshgar; Sumudu Herath; D.P.P. Meddage; James B.P. Lim
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errSave
Inverse design approach for optimising impedance-graded multi-metallic systems subjected to shock wave propagation using ensemble learning
errMaterials Today Communications
IF4.5
err2025-09-29
err0
errOAAI
errN.T. Vandabona; D.P.P. Meddage; P.L.N. Fernando; K. Wijesooriya; D. Mohotti
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errSave
Explainable machine learning-based prediction of blast loads on structural surfaces in two-dimensional spatial coordinates
errRESULTS IN ENGINEERING
IF7.9
err2025-06-01
err0
errOAAI
errWidanage, C.; Mohotti, D.; Lee, C. K.; Meddage, D. P. P.; Wijesooriya, K.
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errSave
Interpolating wind pressure time-histories around a tall building - A deep learning-based approach
errJOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
IF4.9
err2025-01-01
err0
errOAAI
errMeddage, D. P. P.; Mohotti, D.; Wijesooriya, Kasun; Lee, C. K.; Kwok, K. C. S.
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errSave
Machine learning prediction of web-crippling strength in cold-formed steel beams with staggered slotted perforations
errSTRUCTURES
IF4.3
err2025-01-01
err0
PREAI
errGatheeshgar, Perampalam; Ranasinghe, R. S. S.; Simwanda, Lenganji; Meddage, D. P. P.; Mohotti, Damith
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errSave
A review of machine learning (ML) and explainable artificial intelligence (XAI) methods in additive manufacturing (3D Printing)
errMATERIALS TODAY COMMUNICATIONS
IF4.5
err2024-12-01
err16
errOAAI
errUkwaththa, Jeewanthi; Herath, Sumudu; Meddage, D. P. P.
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errSave
An explainable machine learning approach to predict the compressive strength of graphene oxide-based concrete
errCONSTRUCTION AND BUILDING MATERIALS
IF8
err2024-10-01
err0
errOAAI
errMeddage, D. P. P.; Fonseka, Isuri; Mohotti, D.; Wijesooriya, K.; Lee, C. K.
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errSave
Machine learning approach to predict the mechanical properties of cementitious materials containing carbon nanotubes
errDEVELOPMENTS IN THE BUILT ENVIRONMENT
IF8.2
err2024-10-01
err3
errOAAI
errOkasha, Nader M.; Mirrashid, Masoomeh; Naderpour, Hosein; Ciftcioglu, Aybike Ozyuksel; Meddage, D. P. P.; Ezami, Nima
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errSave
Advancing water quality assessment and prediction using machine learning models, coupled with explainable artificial intelligence (XAI) techniques like shapley additive explanations (SHAP) for interpreting the black-box nature
errRESULTS IN ENGINEERING
IF7.9
err2024-09-01
err14
errOAAI
errMakumbura, Randika K.; Mampitiya, Lakindu; Rathnayake, Namal; Meddage, D. P. P.; Henna, Shagufta; Dang, Tuan Linh; Hoshino, Yukinobu; Rathnayake, Upaka
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errSave
Eco-friendly mix design of slag-ash-based geopolymer concrete using explainable deep learning
errRESULTS IN ENGINEERING
IF7.9
err2024-09-01
err11
errOAAI
errRanasinghe, R. S. S.; Kulasooriya, W. K. V. J. B.; Perera, Udara Sachinthana; Ekanayake, I. U.; Meddage, D. P. P.; Mohotti, Damith; Rathanayake, Upaka
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errSave
Use of explainable machine learning models in blast load prediction
errENGINEERING STRUCTURES
IF6.4
err2024-08-01
err4
errOAAI
errWidanage, C.; Mohotti, D.; Lee, C. K.; Wijesooriya, K.; Meddage, D. P. P.
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errSave
Adapting cities to the surge: A comprehensive review of climate-induced urban flooding
errRESULTS IN ENGINEERING
IF7.9
err2024-06-01
err34
errOAAI
errDharmarathne, Gangani; Waduge, A. O.; Bogahawaththa, Madhusha; Rathnayake, Upaka; Meddage, D. P. P.
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errSave
Predicting transient wind loads on tall buildings in three-dimensional spatial coordinates using machine learning
errJOURNAL OF BUILDING ENGINEERING
IF7.4
err2024-05-01
err13
errOAAI
errMeddage, D. P. P.; Mohotti, Damith; Wijesooriya, Kasun
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
K
K.C.S. Kwok
H-index: 58 · Papers: 475
J
James B.P. Lim
H-index: 50 · Papers: 407
A
Alex Remennikov
H-index: 48 · Papers: 278
H
Hazi Mohammad Azamathulla
H-index: 47 · Papers: 219
K
K.T. Tse
H-index: 40 · Papers: 323
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