研究论文
Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling
Ruiyang Zhang, Yang Liu, Hao Sun
Northeastern University IIT@MIT
来源Engineering Structures
年份2020
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学术脉络
学科主题
工程Structural Health Monitoring Techniques
Infrastructure Maintenance and Monitoring · Seismic Performance and Analysis
参考文献 78
Bayesian Methods for Structural Dynamics and Civil Engineering
被引 640Ka‐Veng Yuen · 2010
A Method to Identify Significant Clusters in Gene Expression Data
被引 60Katherine S. Pollard, Mark J. van der Laan · Collection of Biostatistics Research Archive (COBRA) · 2002
Proceedings of the 21st conference on Winter simulation
被引 31Edward A. MacNair, Kenneth J. Musselman, Philip Heidelberger · 1989
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引用本文 496
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
被引 755Jared Willard, Xiaowei Jia, Shaoming Xu · ACM Computing Surveys · 2022
Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights
被引 593Arman Malekloo, Ekin Özer, Mohammad AlHamaydeh · Structural Health Monitoring · 2021
Physics-informed multi-LSTM networks for metamodeling of nonlinear structures
被引 502Ruiyang Zhang, Yang Liu, Hao Sun · Computer Methods in Applied Mechanics and Engineering · 2020
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