Hybrid neural network methods to model the external wind pressure on a low-rise flat-roofed building in an irregularly shaped urban environment

Hirushan Sajindra; Shashika Dharmawansha; Hasanthi Wijesundara; Sumudu Herath; Upaka Rathnayake; D.P.P. Meddage

doi:10.1016/j.istruc.2025.109529

Hybrid neural network methods to model the external wind pressure on a low-rise flat-roofed building in an irregularly shaped urban environment

Hirushan Sajindra
, Shashika Dharmawansha
, Hasanthi Wijesundara
, Sumudu Herath
, Upaka Rathnayake
, D.P.P. Meddage

Department of Civil Engineering & Construction

Research output: Contribution to journal › Article › peer-review

Original language	Undefined/Unknown
Journal	Structures
DOIs	https://doi.org/10.1016/j.istruc.2025.109529
Publication status	Published - Sep 2025

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10.1016/j.istruc.2025.109529

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title = "Hybrid neural network methods to model the external wind pressure on a low-rise flat-roofed building in an irregularly shaped urban environment",

author = "Hirushan Sajindra and Shashika Dharmawansha and Hasanthi Wijesundara and Sumudu Herath and Upaka Rathnayake and D.P.P. Meddage",

year = "2025",

month = sep,

doi = "10.1016/j.istruc.2025.109529",

language = "Undefined/Unknown",

journal = "Structures",

issn = "2352-0124",

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T1 - Hybrid neural network methods to model the external wind pressure on a low-rise flat-roofed building in an irregularly shaped urban environment

AU - Sajindra, Hirushan

AU - Dharmawansha, Shashika

AU - Wijesundara, Hasanthi

AU - Herath, Sumudu

AU - Rathnayake, Upaka

AU - Meddage, D.P.P.

PY - 2025/9

Y1 - 2025/9

UR - https://doi.org/10.1016/j.istruc.2025.109529

U2 - 10.1016/j.istruc.2025.109529

DO - 10.1016/j.istruc.2025.109529

M3 - Article

SN - 2352-0124

JO - Structures

JF - Structures

ER -

Hybrid neural network methods to model the external wind pressure on a low-rise flat-roofed building in an irregularly shaped urban environment

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