Neural network ensemble-based sensitivity analysis in structural engineering: Comparison of selected methods and the influence of statistical correlation

Copula-based decomposition approach for the derivative-based sensitivity of variance contributions with dependent variables

(2018) Pan Wang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A comparison of sensitivity analyses for selected prestressed concrete structures

(2018) David Lehký et al.   Structural Concrete

Polynomial chaos expansion for surrogate modelling: Theory and software

(2018) Lukas Novak et al.   Beton- und Stahlbetonbau

Determination of mode I dynamic fracture toughness of IM7-8552 composites by digital image correlation and machine learning

(2018) Rafael A. Cidade et al.   COMPOSITE STRUCTURES

Towards reliability evaluation involving correlated multivariates under incomplete probability information: A reconstructed joint probability distribution for isoprobabilistic transformation

(2017) Fan Wang et al.   STRUCTURAL SAFETY

Multiple linear regression, artificial neural network, and fuzzy logic prediction of 28 days compressive strength of concrete

(2017) Faezehossadat Khademi et al.   Frontiers of Structural and Civil Engineering

Sensitivity analysis: A review of recent advances

(2016) Emanuele Borgonovo et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Reliability calculation of time-consuming problems using a small-sample artificial neural network-based response surface method

(2016) David Lehký et al.   NEURAL COMPUTING & APPLICATIONS

Particle swarm optimization trained neural network for structural failure prediction of multistoried RC buildings

(2016) Sankhadeep Chatterjee et al.   NEURAL COMPUTING & APPLICATIONS

Neural-based prediction of structural failure of multistoried RC buildings

(2016) Sirshendu Hore et al.   STRUCTURAL ENGINEERING AND MECHANICS

Correlation among selected fracture-mechanical parameters of concrete obtained from experiments and inverse analyses

(2016) Thomas Zimmermann et al.   Structural Concrete

Prediction of the Fundamental Period of Infilled RC Frame Structures Using Artificial Neural Networks

(2016) Panagiotis G. Asteris et al.   Computational Intelligence and Neuroscience

Prediction of unconfined compressive strength of geopolymer stabilized clayey soil using Artificial Neural Network

(2015) Ruhul Amin Mozumder et al.   COMPUTERS AND GEOTECHNICS

Neural network ensemble-based parameter sensitivity analysis in civil engineering systems

(2015) M. S. Cao et al.   NEURAL COMPUTING & APPLICATIONS

Probabilistic sensitivity analysis of multi-span highway bridges

(2015) M. Bayat et al.   STEEL AND COMPOSITE STRUCTURES

Sobol′ sensitivity analysis of NAPL-contaminated aquifer remediation process based on multiple surrogates

(2014) Jiannan Luo et al.   COMPUTERS & GEOSCIENCES

Parameter Sensitivity Analysis on Deformation of Composite Soil-Nailed Wall Using Artificial Neural Networks and Orthogonal Experiment

(2014) Jianbin Hao et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Extracting the contribution of independent variables in neural network models: a new approach to handle instability

(2014) Juan de Oña et al.   NEURAL COMPUTING & APPLICATIONS

Classification of slopes and prediction of factor of safety using differential evolution neural networks

(2011) Sarat Kumar Das et al.   Environmental Earth Sciences

A neural network based modelling and sensitivity analysis of damage ratio coefficient

(2011) Marijana Hadzima-Nyarko et al.   EXPERT SYSTEMS WITH APPLICATIONS

Assessing small failure probabilities by combined subset simulation and Support Vector Machines

(2011) J.-M. Bourinet et al.   STRUCTURAL SAFETY

Genetic programming approach for estimating the deformation modulus of rock mass using sensitivity analysis by neural network

(2010) Morteza Beiki et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Adaptive sparse polynomial chaos expansion based on least angle regression

(2010) Géraud Blatman et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Adaptive Designs of Experiments for Accurate Approximation of a Target Region

(2010) Victor Picheny et al.   JOURNAL OF MECHANICAL DESIGN

Global Sensitivity Analysis for Systems with Independent and/or Correlated Inputs

(2010) Genyuan Li et al.   JOURNAL OF PHYSICAL CHEMISTRY A

Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs

(2009) Sebastien Da Veiga et al.   TECHNOMETRICS

Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions

(2008) B. J. Bichon et al.   AIAA JOURNAL

Modeling and Analysis of Concrete Slump Using Artificial Neural Networks

(2008) Ashu Jain et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

An innovating analysis of the Nataf transformation from the copula viewpoint

(2008) Régis Lebrun et al.   PROBABILISTIC ENGINEERING MECHANICS

Global sensitivity analysis using polynomial chaos expansions

(2007) Bruno Sudret   RELIABILITY ENGINEERING & SYSTEM SAFETY