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S
Seymour M.J. Spence
University of Michigan
26
H指数
134
论文数
2.1K
被引数
0
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65
发表时间
发表时间
IF
被引数
Deep learning-based metamodeling of nonlinear stochastic dynamic systems under parametric and predictive uncertainty
基于深度学习的非线性随机动态系统在参数和预测不确定性下的元建模
Engineering Structures
IF
6.4
2026-08-22
0
PRE
AI
Haimiti Atila; Seymour M.J. Spence
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An Eulerian multiphase framework for firebrand transport in community-scale simulations
欧拉多相框架在社区规模模拟中的火brands传输
Engineering Structures
IF
6.4
2026-04-24
0
PRE
AI
Tanmay Vora; Seymour M.J. Spence; Ann Jeffers
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Adaptive machine learning-driven multi-fidelity stratified sampling for failure analysis of nonlinear stochastic systems
自适应机器学习驱动的多保真度分层抽样方法,用于非线性随机系统的故障分析
Structural Safety
IF
6.3
2025-11-29
0
PRE
AI
Liuyun Xu; Seymour M.J. Spence
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Incorporating statistical uncertainty into metamodel-driven Performance-Based Risk Optimization for seismic design
将统计不确定性纳入基于元模型的性能化抗震设计风险优化中
Engineering Structures
IF
6.4
2025-11-17
0
PRE
AI
Isabela D. Rodrigues; Seymour M.J. Spence; André T. Beck
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Neural operators for stochastic modeling of nonlinear structural system response to natural hazards
神经网络算子用于非线性结构系统对自然灾害响应的随机建模
Engineering Structures
IF
6.4
2025-09-25
0
PRE
AI
Somdatta Goswami; Dimitris G. Giovanis; Bowei Li; Seymour M.J. Spence; Michael D. Shields
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Ten Questions Concerning Wind-focused Shape and Structural Optimization of Tall Buildings
关于高层建筑风致形状与结构优化的十个问题
Building and Environment
IF
7.6
2025-09-18
0
PRE
AI
Magdy Alanani; Ahmed Elshaer; Stephen Vasilopoulos; Seymour M.J. Spence; Girma T. Bitsuamlak; Ashraf El Damatty
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Metamodeling of the response trajectories of nonlinear stochastic dynamic systems using physics-informed LSTM networks
基于物理信息LSTM网络对非线性随机动力系统响应轨迹的元建模
Journal of Building Engineering
IF
7.4
2025-07-19
0
PRE
AI
Haimiti Atila; Seymour M.J. Spence
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Multiple stripe analysis for rapid failure probability analysis in support of performance-based wind engineering
基于性能的风工程快速失效概率分析的条带分析
Engineering Structures
IF
6.4
2025-07-14
0
PRE
AI
Liuyun Xu; Seymour M.J. Spence
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Characterizing the role of non-stationary hurricane wind loads on nonlinear structural responses and collapse risk of steel structures
表征非平稳飓风风荷载对钢结构非线性结构响应及倒塌风险的作用
JOURNAL OF BUILDING ENGINEERING
IF
7.4
2025-05-01
0
PRE
AI
Arunachalam, Srinivasan; Spence, Seymour M. J.
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Validation of a multivariate non-Gaussian and non-stationary stochastic wind pressure model driven by stationary wind tunnel data
JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
IF
4.9
2025-02-01
0
PRE
AI
Arunachalam, Srinivasan; Spence, Seymour M. J.; Duarte, Thays G. A.; Subgranon, Arthriya
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Collapse reliability of wind-excited reinforced concrete structures by stratified sampling and nonlinear dynamic analysis
RELIABILITY ENGINEERING & SYSTEM SAFETY
IF
11
2024-10-01
1
PRE
AI
Xu, Liuyun; Spence, Seymour M. J.
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AI-enabled damage estimation of hurricane-impacted residential communities through CFD simulations and stratified sampling
JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
IF
4.9
2024-08-01
0
PRE
AI
Kim, Sejin; Ding, Fei; Spence, Seymour M. J.
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Deep learning enabled rapid nonlinear time history wind performance assessment
深度学习支持快速非线性时程风性能评估
STRUCTURES
IF
4.3
2024-08-01
1
PRE
AI
Li, Bowei; Spence, Seymour M. J.
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A multi-fidelity stochastic simulation scheme for estimation of small failure probabilities
STRUCTURAL SAFETY
IF
6.3
2024-01-01
1
PRE
AI
Li, Min; Arunachalam, Srinivasan; Spence, Seymour M. J.
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Reliability of inelastic wind excited structures by dynamic shakedown and adaptive fast nonlinear analysis (AFNA)
ENGINEERING STRUCTURES
IF
6.4
2023-12-01
2
PRE
AI
Li, Bowei; Chuang, Wei-Chu; Spence, Seymour M. J.
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Generalized Stratified Sampling for Efficient Reliability Assessment of Structures against Natural Hazards
engineering fracture mechanics
IF
3.2
2023-07-01
6
OA
AI
Arunachalam, Srinivasan; Spence, Seymour M. J.
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An efficient stratified sampling scheme for the simultaneous estimation of small failure probabilities in wind engineering applications
STRUCTURAL SAFETY
IF
6.3
2023-03-01
10
PRE
AI
Arunachalam, Srinivasan; Spence, Seymour M. J.
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Real-time forecast of hurricane-induced damage risk to envelope systems of engineered buildings through metamodeling
JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
IF
4.9
2023-01-01
1
OA
AI
Li, Bowei; Spence, Seymour M. J.
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Metamodeling through Deep Learning of High-Dimensional Dynamic Nonlinear Systems Driven by General Stochastic Excitation
基于广义随机激励的高维动态非线性系统深度学习的元建模
JOURNAL OF STRUCTURAL ENGINEERING
IF
3.9
2022-11-01
11
PRE
AI
Li, Bowei; Spence, Seymour M. J.
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Reliability-Based Collapse Assessment of Wind-Excited Steel Structures within Performance-Based Wind Engineering
基于性能的风工程中基于可靠性的风激励钢结构倒塌评估
JOURNAL OF STRUCTURAL ENGINEERING
IF
3.9
2022-09-01
8
OA
AI
Arunachalam, Srinivasan; Spence, Seymour M. J.
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