EQUATION DISCOVERY FOR SKELTON CURVE OF STEEL BEAM USING NUMERICAL ANALYSIS RESULTS

Author:

SUZUKI Takuya1

Affiliation:

1. R&D Institute, Takenaka Corporation

Publisher

Architectural Institute of Japan

Subject

Building and Construction,Architecture

Reference8 articles.

1. 1) Yamashita, T. et al.: Detailed Finite Element Analysis of Composite Beam under Cyclic Load, Journal of Structural and Construction Engineering (Transactions of AIJ), Vol.79, No.704, pp.1481-1490, 2014.10 (in Japanese)

2. 2) Kato, Y.: A study of the prediction method for strong wind around buildings using convolutional neural network, -Wind velocity distribution predication of a building-, Summaries of Technical Papers of Annual Meeting, Architectural Institute of Japan, Structure-I, pp.147-148, 2017.7 (in Japanese) 加藤優輝:畳み込みニューラルネットワークを用いたビル風予測手法に関する研究―単体建物を対象とした風速分布予測―, 日本建築学会大会学術講演梗概集, 構造I, pp.147-148, 2017.7

3. 3) Tanaka, H. et al.: Optimization Calculations and Machine Learning Aimed at Reduction of Wind Forces Acting on Tall Buildings and Mitigation of Wind Environment, Journal of High-Rise Buildings, CTBUH, Vol.8, No.4, pp.291-302, 2019.12

4. 4) Suzuki, T.: Equation Discovery using Mode Extraction via Singular Value Decomposition, Journal of Structural and Construction Engineering (Transactions of AIJ), Vol.86, No.783, pp.838-847, 2021.5(in Japanese)

5. 5) Ministry of Land Infrastructure Transport and Tourism(MILT): Notification No.596 of the Ministry of Land Infrastructure Transport and Tourism, 2007 国土交通省:平成19年国土交通省告示第596号, 2007

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