Sumudu Herath - Publications, H-index & Citations

Sumudu Herath

University of Cambridge

9H指数

47论文数

265被引数

收录论文 15

发表时间

Diffusion-based cGAN framework for automated optimization and code-compliant generative design of thin-walled structures 基于扩散的cGAN框架用于薄壁结构的自动化优化和合规性生成设计

Thin-Walled Structures

IF6.6

2026-07-01

PREAI

Fernando, Chamod; Herath, Sumudu; Sarma, Lowhikan Sivanantha

Topology and size optimization of trusses using graph neural networks: Towards efficient surrogate modeling 桁架的拓扑和尺寸优化：基于图神经网络的高效代理建模

Structures

IF4.3

2026-05-05

OAAI

Nisal Ariyasinghe; Tharindu Wickremasinghe; Hansani Weeratunge; Chinthaka Mallikarachchi; Sumudu Herath

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

Thin-Walled Structures

IF6.6

2026-04-17

OAAI

Theventhiran Suganiyah; S.P.S.M Subhasinghe; Sumudu Herath; Pinelopi Kyvelou; D.P.P. Meddage

Experimental and numerical investigation of bond conditions in reinforced concrete half-joints 钢筋混凝土半节点的连接条件实验与数值研究

Engineering Structures

IF6.4

2026-03-02

OAAI

Shashika Dharmawansha; Nirodha Silva; Navod Kumarasinghe; Sumudu Herath; P.L.N. Fernando; Chathura Rajapakse

Non-linear bending response of ultra-thin woven fibre composites

Composite Structures

IF7.1

2026-02-05

PREAI

Eroshan Gamage; Lasantha Weerasekara; Uditha Weerasinghe; Sumudu Herath; Hasitha Sithadara Wijesuriya; Chinthaka Mallikarachchi

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

Journal of Building Engineering

IF7.4

2025-11-13

OAAI

Navod Jayaweera; Arosha Abeyrathna; Sumudu Herath; I.U. Ekanayake; D.P.P. Meddage

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

Structures

IF4.3

2025-10-11

OAAI

Shashika Dharmawansha; Perampalam Gatheeshgar; Sumudu Herath; D.P.P. Meddage; James B.P. Lim

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

MATERIALS TODAY COMMUNICATIONS

IF4.5

2024-12-01

OAAI

Ukwaththa, Jeewanthi; Herath, Sumudu; Meddage, D. P. P.

Design-informed generative modelling of skeletal structures using structural optimization

COMPUTERS & STRUCTURES

IF4.8

2024-10-01

OAAI

Sarma, Lowhikan Sivanantha; Mallikarachchi, Chinthaka; Herath, Sumudu

Machine learning techniques for predictive modelling and uncertainty quantification of the mechanical properties of woven carbon fibre composites

MATERIALS TODAY COMMUNICATIONS

IF4.5

2024-08-01

PREAI

Ariyasinghe, Nisal; Herath, Sumudu

Electricity Cost Reduction of Industrial/General Purpose Customers in Sri Lanka using Solar PV and Battery Storage

ENGINEER-JOURNAL OF THE INSTITUTION OF ENGINEERS SRI LANKA

IF0.3

2023-03-27

OAAI

Lucas, J. R.; Herath, S. V.

Effects of tow arrangements on the homogenized response of carbon fiber woven composites

COMPOSITE STRUCTURES

IF7.1

2022-11-01

PREAI

Gowrikanthan, Nishangani; Jayasekara, Milindu; Mallikarachchi, Chinthaka; Herath, Sumudu

Predicting Bulk Average Velocity with Rigid Vegetation in Open Channels Using Tree-Based Machine Learning: A Novel Approach Using Explainable Artificial Intelligence 使用基于树的机器学习预测明渠中刚性植被的整体平均速度: 一种使用可解释的人工智能的新方法

SENSORS

IF3.5

2022-06-10

OAAI

Meddage, D. P. P.; Ekanayake, I. U.; Herath, Sumudu; Gobirahavan, R.; Muttil, Nitin; Rathnayake, Upaka

On the geometrically exact formulations of finite deformable isogeometric beams

COMPUTATIONAL MECHANICS

IF3.8

2021-04-11

PREAI

Herath, Sumudu; Yin, Ge

Artificially disordered birefringent optical fibers

OPTICS EXPRESS

IF3.3

2012-01-30

OAAI

Herath, S.; Puente, N. P.; Chaikina, E. I.; Yamilov, A.

研究方向