D.P.P. Meddage

38 papers · 1000 indexed citations

Standout Papers

Adapting cities to the surge: A comprehensive review of climate-induced urban flooding (2024)
Upaka Rathnayake, D.P.P. Meddage et al. Results in Engineering
A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP) (2022)
I.U. Ekanayake, D.P.P. Meddage et al. Case Studies in Construction Materials
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 (2024)
Namal Rathnayake, D.P.P. Meddage et al. Results in Engineering
A review of machine learning (ML) and explainable artificial intelligence (XAI) methods in additive manufacturing (3D Printing) (2024)
D.P.P. Meddage et al. Materials Today Communications

Immediate Impact

18 standout

Sub-graph 1 of 8

Citing Papers

Reusing waste clay brick powder for low-carbon cement concrete and alkali-activated concrete: A critical review

2024 Standout

Machine learning-based prediction of outdoor thermal comfort: Combining Bayesian optimization and the SHAP model

2024 Standout

1 intermediate paper

Works of D.P.P. Meddage being referenced

A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP)

2022 Standout

Author Peers

Author					Papers	Cites
D.P.P. Meddage	324	241	149	160	38	1000
Debaditya Chakraborty	215	263	353	132	32	1.0k
Song-Shun Lin	368	92	140	228	25	1.1k
Mohammed Majeed Hameed	266	537	104	391	37	1.1k
Shreenivas Londhe	429	381	262	143	45	1.1k
Hakan Başağaoğlu	105	315	69	236	54	885
Amir Hossein Zaji	736	399	25	377	58	1.4k
Bui Hoang Bac	324	102	231	131	40	1.2k
Mingyuan Zhang	432	81	274	41	50	1.1k
Muhammad Faisal Javed	591	169	401	79	46	1.0k
Adeel Zafar	575	45	349	25	34	887

All Works

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