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D

D.P.P. Meddage

university of new south wales

23H指数
49论文数
1.9K被引数
收录论文 33
发表时间
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Experimental and Numerical Investigation of Angle-Stiffened Cold-Formed Steel Lipped Channels with Web Openings under ITF Loading角加强冷成型钢卷边槽型截面带孔构件在ITF荷载下的实验与数值研究
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
err分享
err收藏
Automated Design of Reinforced Concrete Dapped-End Connections Using Hybrid Deep Learning and Generative AI Augmentation基于混合深度学习和生成式AI增强的钢筋混凝土跌落端连接自动化设计
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
err分享
err收藏
Investigation of inelastic response ratios for buildings with damping subjected to near-fault ground motions using numerical simulations and transformer-based models使用数值模拟和基于Transformer的模型研究带有阻尼的建筑在近断层地面运动下的非弹性响应比
errEngineering Structures
IF6.4
err2026-03-11
err0
errOAAI
errLakshitha Konara; Thilini Deshika; Rajeswaran Gobirahavan; Yasitha Alahakoon; I.U. Ekanayake; D.P.P. Meddage
err分享
err收藏
Surrogate modelling of unsteady wind pressure on tall buildings with varying slenderness and side ratios using attention-based neural networks使用基于注意力的神经网络对具有不同长径和边长比的高层建筑的非定常风压进行代理建模
errJournal of Building Engineering
IF7.4
err2026-01-27
err0
errOAAI
errD.P.P. Meddage; Kasun Wijesooriya; Kapil Chauhan; Chi King Lee; D. Mohotti
err分享
err收藏
Material-efficient 2D skeletal structure design using convolutional neural networks基于卷积神经网络的高效材料2D骨架结构设计
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采用带注意力层的异构图神经网络对低层至中层建筑中钢筋混凝土板梁系统的合规性最优设计
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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err收藏
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
err分享
err收藏
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基于数值建模和可解释机器学习的数据驱动设计方程，用于计算带非加劲和边加劲开孔冷成型钢空心翼缘梁的抗剪承载力
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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Inverse design approach for optimising impedance-graded multi-metallic systems subjected to shock wave propagation using ensemble learning基于集成学习的冲击波传播下阻抗渐变多金属系统的逆向设计优化方法
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
err分享
err收藏
Explainable machine learning-based prediction of blast loads on structural surfaces in two-dimensional spatial coordinates基于可解释机器学习的结构表面爆炸载荷在二维空间坐标中的预测
errRESULTS IN ENGINEERING
IF7.9
err2025-06-01
err0
errOAAI
errWidanage, C.; Mohotti, D.; Lee, C. K.; Meddage, D. P. P.; Wijesooriya, K.
err分享
err收藏
Interpolating wind pressure time-histories around a tall building - A deep learning-based approach内插高层建筑周围的风压时程-一种基于深度学习的方法
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.
err分享
err收藏
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
err分享
err收藏
A review of machine learning (ML) and explainable artificial intelligence (XAI) methods in additive manufacturing (3D Printing)增材制造 (3D打印) 中的机器学习 (ML) 和可解释的人工智能 (XAI) 方法综述
errMATERIALS TODAY COMMUNICATIONS
IF4.5
err2024-12-01
err16
errOAAI
errUkwaththa, Jeewanthi; Herath, Sumudu; Meddage, D. P. P.
err分享
err收藏
An explainable machine learning approach to predict the compressive strength of graphene oxide-based concrete一种可解释的机器学习方法来预测氧化石墨烯基混凝土的抗压强度
errCONSTRUCTION AND BUILDING MATERIALS
IF8
err2024-10-01
err0
errOAAI
errMeddage, D. P. P.; Fonseka, Isuri; Mohotti, D.; Wijesooriya, K.; Lee, C. K.
err分享
err收藏
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
err分享
err收藏
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使用机器学习模型推进水质评估和预测，再加上可解释的人工智能 (XAI) 技术，如shapley加法解释 (SHAP)，用于解释黑盒性质
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
err分享
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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
err分享
err收藏
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.
err分享
err收藏
Adapting cities to the surge: A comprehensive review of climate-induced urban flooding使城市适应激增: 对气候引起的城市洪水的全面回顾
errRESULTS IN ENGINEERING
IF7.9
err2024-06-01
err34
errOAAI
errDharmarathne, Gangani; Waduge, A. O.; Bogahawaththa, Madhusha; Rathnayake, Upaka; Meddage, D. P. P.
err分享
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Predicting transient wind loads on tall buildings in three-dimensional spatial coordinates using machine learning基于机器学习的三维空间坐标高层建筑瞬态风荷载预测
errJOURNAL OF BUILDING ENGINEERING
IF7.4
err2024-05-01
err13
errOAAI
errMeddage, D. P. P.; Mohotti, Damith; Wijesooriya, Kasun
err分享
err收藏

研究方向

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合作期刊
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K.C.S. Kwok
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James B.P. Lim
H 指数: 50 · 论文数: 412
A
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H 指数: 48 · 论文数: 278
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Hazi Mohammad Azamathulla
H 指数: 47 · 论文数: 219
K
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H 指数: 40 · 论文数: 323
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