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C

Chunxiao Ning

mcgill university

H指数:5

被引数:190

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Surrogate structure-specific probabilistic dynamic responses of bridge portfolios using deep learning with partial information

使用具有部分信息的深度学习的桥梁组合的代理结构特定概率动力响应

Engineering Structures

IF6.4

2026-01-220

PREAI

Cross-fidelity nonlinear dynamic response predictions of steel frame buildings using CNN-LSTM deep learning models with transformer and attention mechanisms

基于Transformer和注意力机制的CNN-LSTM深度学习模型对钢框架建筑交叉保真度非线性动态响应的预测

Mechanical Systems and Signal Processing

IF8.9

2025-09-240

OAAI

Life-cycle cost-benefit analysis and design of retrofitting steel frames using friction devices

采用摩擦装置的钢框架加固生命周期成本效益分析与设计

Journal of Constructional Steel Research

IF4.3

2025-08-190

OAAI

Enabling efficient regional seismic fragility assessment of multi-component bridge portfolios through Gaussian process regression and active learning

EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

IF5

2024-05-112

PRE

LSTM, WaveNet, and 2D CNN for nonlinear time history prediction of seismic responses

ENGINEERING STRUCTURES

IF6.4

2023-07-0144

PRE

Convolutional variational autoencoder for ground motion classification and generation toward efficient seismic fragility assessment

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

IF9.1

2023-06-097

OAAI

Risk-Based Optimal Design of Seismic Protective Devices for a Multicomponent Bridge System Using Parameterized Annual Repair Cost Ratio

JOURNAL OF STRUCTURAL ENGINEERING

IF3.9

2022-05-0116

OA

The twenty-first century of structural engineering research: A topic modeling approach

IF4.3

2022-01-018

PRE