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Deep neural network-based prediction of tsunami wave attenuation by mangrove forests.

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第一作者： Didit,Adytia

第一单位： School of Computing, Telkom University, Jalan Telekomunikasi No. 1 Terusan Buah Batu, Bandung 40257, Indonesia.

作者： Didit,Adytia ^[1] ; Dede,Tarwidi ^[2] ; Deni,Saepudin ^[1] ; Semeidi,Husrin ^[3] ; Abdul Rahman Mohd,Kasim ^[4] ; Mohd Fakhizan,Romlie ^[5] ; Dafrizal,Samsudin ^[6]

作者单位： School of Computing, Telkom University, Jalan Telekomunikasi No. 1 Terusan Buah Batu, Bandung 40257, Indonesia. ^[1] School of Computing, Telkom University, Jalan Telekomunikasi No. 1 Terusan Buah Batu, Bandung 40257, Indonesia.;Industrial and Financial Mathematics Research Group, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Jalan Ganesha No. 10, Bandung 40132, Indonesia. ^[2] Research Center for Geological Disasters, BRIN, Indonesia. ^[3] Centre for Mathematical Sciences, Universiti Malaysia Pahang, Lebuhraya Tun Razak, Gambang 26300, Pahang, Malaysia. ^[4] Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak, Malaysia. ^[5] Program Studi Ilmu Komunikasi, Fakultas Ilmu Komunikasi, Universitas Islam Riau, Jalan Kaharuddin Nst No.113, Simpang Tiga, Kec. Bukit Raya, Kota Pekanbaru, Riau, Indonesia. ^[6]

关键词 Adam optimizer DNN for Wave Attenuation Prediction Deep neural network Hyperparameter optimization Tsunami Wave attenuation

DOI 10.1016/j.mex.2024.102791

PMID 38975289

发布时间 2024-07-09

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