2026-10-10T02:58:33Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33957728 2026-09-21T17:47:53Z category_734 category_931 category_811 portal_5 item_type_3 month_year_09_2026

<p>Measured tension forces (, kN) and lengths (, m) of the 32 stay cables in one representative fan of the My Thuan bridge.</p> Quan Pham Hong (25084847) Trung Vu Manh (25084850) Bich Nguyen Thach (25084853) Le Nguyen Dan (25084856) Hoa Tran Ngoc (25084859) Biological Sciences not elsewhere classified Information Systems not elsewhere classified Mathematical Sciences not elsewhere classified wavelet gating module two benchmark datasets streaming acceleration windows shown strong potential resolution filtering within physically interpretable sub moderate computational cost localised events confined identifying subtle changes finite element model filtered signal via existing architectures share deep learning models 4 ablation variants purely convolutional backbone proposed architecture operates highest mean accuracy frequency component occurs discrete wavelet transform 10 baseline models specific frequency bands paper proposes spectraltcn making spectraltcn suitable dwt simultaneously preserves div >< p z24 bridge benchmark strongest baseline stayed bridge proposed approach global frequency generalized mean frequency information domain transform convolutional block bands corresponding unlike fft structure ’ spectraltcn attains spectral location serious drawback performs learnable key limitation inverse dwt induced anomalies generalisation capability fold cross dynamic response discards information decomposition level <p>Measured tension forces (, kN) and lengths (, m) of the 32 stay cables in one representative fan of the My Thuan bridge.</p> 2026-09-21T17:47:24Z Dataset Dataset 10.1371/journal.pone.0358224.t003 https://figshare.com/articles/dataset/_p_Measured_tension_forces_kN_and_lengths_m_of_the_32_stay_cables_in_one_representative_fan_of_the_My_Thuan_bridge_p_/33957728 CC BY 4.0