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S

Sumudu Herath

University of Cambridge

9H-index
47Paper Count
265Citation Count
Published Papers 15
Publication Date
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Diffusion-based cGAN framework for automated optimization and code-compliant generative design of thin-walled structures
errThin-Walled Structures
IF6.6
err2026-07-01
err0
PREAI
errFernando, Chamod; Herath, Sumudu; Sarma, Lowhikan Sivanantha
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Topology and size optimization of trusses using graph neural networks: Towards efficient surrogate modeling
errStructures
IF4.3
err2026-05-05
err0
errOAAI
errNisal Ariyasinghe; Tharindu Wickremasinghe; Hansani Weeratunge; Chinthaka Mallikarachchi; Sumudu Herath
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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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Experimental and numerical investigation of bond conditions in reinforced concrete half-joints
errEngineering Structures
IF6.4
err2026-03-02
err0
errOAAI
errShashika Dharmawansha; Nirodha Silva; Navod Kumarasinghe; Sumudu Herath; P.L.N. Fernando; Chathura Rajapakse
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Non-linear bending response of ultra-thin woven fibre composites
errComposite Structures
IF7.1
err2026-02-05
err0
PREAI
errEroshan Gamage; Lasantha Weerasekara; Uditha Weerasinghe; Sumudu Herath; Hasitha Sithadara Wijesuriya; Chinthaka Mallikarachchi
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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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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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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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Design-informed generative modelling of skeletal structures using structural optimization
errCOMPUTERS & STRUCTURES
IF4.8
err2024-10-01
err0
errOAAI
errSarma, Lowhikan Sivanantha; Mallikarachchi, Chinthaka; Herath, Sumudu
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Machine learning techniques for predictive modelling and uncertainty quantification of the mechanical properties of woven carbon fibre composites
errMATERIALS TODAY COMMUNICATIONS
IF4.5
err2024-08-01
err2
PREAI
errAriyasinghe, Nisal; Herath, Sumudu
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errSave
Electricity Cost Reduction of Industrial/General Purpose Customers in Sri Lanka using Solar PV and Battery Storage
errENGINEER-JOURNAL OF THE INSTITUTION OF ENGINEERS SRI LANKA
IF0.3
err2023-03-27
err0
errOAAI
errLucas, J. R.; Herath, S. V.
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errSave
Effects of tow arrangements on the homogenized response of carbon fiber woven composites
errCOMPOSITE STRUCTURES
IF7.1
err2022-11-01
err3
PREAI
errGowrikanthan, Nishangani; Jayasekara, Milindu; Mallikarachchi, Chinthaka; Herath, Sumudu
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Predicting Bulk Average Velocity with Rigid Vegetation in Open Channels Using Tree-Based Machine Learning: A Novel Approach Using Explainable Artificial Intelligence
errSENSORS
IF3.5
err2022-06-10
err20
errOAAI
errMeddage, D. P. P.; Ekanayake, I. U.; Herath, Sumudu; Gobirahavan, R.; Muttil, Nitin; Rathnayake, Upaka
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On the geometrically exact formulations of finite deformable isogeometric beams
errCOMPUTATIONAL MECHANICS
IF3.8
err2021-04-11
err11
PREAI
errHerath, Sumudu; Yin, Ge
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Artificially disordered birefringent optical fibers
errOPTICS EXPRESS
IF3.3
err2012-01-30
err1
errOAAI
errHerath, S.; Puente, N. P.; Chaikina, E. I.; Yamilov, A.
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
J
James B.P. Lim
H-index: 50 · Papers: 412
N
Nitin Muttil
H-index: 37 · Papers: 151
U
Upaka Rathnayake
H-index: 35 · Papers: 280
A
Alexey Yamilov
H-index: 23 · Papers: 148
D
D.P.P. Meddage
H-index: 23 · Papers: 49
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