Multi-parameter identification of concrete dam using polynomial chaos expansion and slime mould algorithm

A surrogate-assisted stochastic optimization inversion algorithm: Parameter identification of dams

(2023) YiFei Li et al.   ADVANCED ENGINEERING INFORMATICS

Structure damage identification in dams using sparse polynomial chaos expansion combined with hybrid K-means clustering optimizer and genetic algorithm

(2023) Li YiFei et al.   ENGINEERING STRUCTURES

Machine learning-aided PSDM for dams with stochastic ground motions

(2022) Mohammad Amin Hariri-Ardebili et al.   ADVANCED ENGINEERING INFORMATICS

Multi-parameter inverse analysis of concrete dams using kernel extreme learning machines-based response surface model

(2022) Fei Kang et al.   ENGINEERING STRUCTURES

Artificial Neural Network Combined with damage parameters to predict fretting fatigue crack initiation lifetime

(2022) Can Wang et al.   TRIBOLOGY INTERNATIONAL

An RF-PCE Hybrid Surrogate Model for Sensitivity Analysis of Dams

(2021) Mohammad Amin Hariri-Ardebili et al.   Water

Inverse problem for dynamic structural health monitoring based on slime mould algorithm

(2021) Samir Tiachacht et al.   ENGINEERING WITH COMPUTERS

Dynamic parameter inverse analysis of concrete dams based on Jaya algorithm with Gaussian processes surrogate model

(2021) Fei Kang et al.   ADVANCED ENGINEERING INFORMATICS

Copula-based reliability and sensitivity analysis of aging dams: Adaptive Kriging and polynomial chaos Kriging methods

(2021) A. Amini et al.   APPLIED SOFT COMPUTING

Deep Neural Network and Polynomial Chaos Expansion-Based Surrogate Models for Sensitivity and Uncertainty Propagation: An Application to a Rockfill Dam

(2021) Gullnaz Shahzadi et al.   Water

Hierarchical Bayesian framework for uncertainty reduction in the seismic fragility analysis of concrete gravity dams

(2021) Giacomo Sevieri et al.   ENGINEERING STRUCTURES

Identification of Damage on Sluice Hoist Beams Using Local Mode Evoked by Swept Frequency Excitation

(2021) Qingyang Wei et al.   SENSORS

Probabilistic assessment of an earth dam stability design using the adaptive polynomial chaos expansion

(2020) Xiangfeng Guo et al.   Bulletin of Engineering Geology and the Environment

An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications

(2020) E. Samaniego et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Metamodeling for Uncertainty Quantification of a Flood Wave Model for Concrete Dam Breaks

(2020) Anna Kalinina et al.   Energies

IDE-MLSSVR-Based Back Analysis Method for Multiple Mechanical Parameters of Concrete Dams

(2020) Tengfei Bao et al.   JOURNAL OF STRUCTURAL ENGINEERING

Improved ANN technique combined with Jaya algorithm for crack identification in plates using XIGA and experimental analysis

(2020) S. Khatir et al.   THEORETICAL AND APPLIED FRACTURE MECHANICS

Slime mould algorithm: A new method for stochastic optimization

(2020) Shimin Li et al.   Future Generation Computer Systems-The International Journal of eScience

Dynamic inversion method for the material parameters of a high arch dam and its foundation

(2019) Huokun Li et al.   APPLIED MATHEMATICAL MODELLING

Concrete gravity dams model parameters updating using static measurements

(2019) Giacomo Sevieri et al.   ENGINEERING STRUCTURES

Damage detection in CFRP composite beams based on vibration analysis using proper orthogonal decomposition method with radial basis functions and cuckoo search algorithm

(2018) Khatir Samir et al.   COMPOSITE STRUCTURES

Crack identification method in beam-like structures using changes in experimentally measured frequencies and Particle Swarm Optimization

(2018) Samir Khatir et al.   COMPTES RENDUS MECANIQUE

Reliability analysis of embankment dam sliding stability using the sparse polynomial chaos expansion

(2018) Xiangfeng Guo et al.   ENGINEERING STRUCTURES

Sequential Design of Experiment for Sparse Polynomial Chaos Expansions

(2017) Noura Fajraoui et al.   SIAM-ASA Journal on Uncertainty Quantification

Zoned elasticity modulus inversion analysis method of a high arch dam based on unconstrained Lagrange support vector regression (support vector regression arch dam)

(2016) Chungao Liu et al.   ENGINEERING WITH COMPUTERS

Detection of material interfaces using a regularized level set method in piezoelectric structures

(2015) S.S. Nanthakumar et al.   INVERSE PROBLEMS IN SCIENCE AND ENGINEERING

Global sensitivity analysis in hydrological modeling: Review of concepts, methods, theoretical framework, and applications

(2015) Xiaomeng Song et al.   JOURNAL OF HYDROLOGY

Design of Experiments (DoE) and Process Optimization. A Review of Recent Publications

(2014) Steven A. Weissman et al.   ORGANIC PROCESS RESEARCH & DEVELOPMENT

Review of surrogate modeling in water resources

(2012) Saman Razavi et al.   WATER RESOURCES RESEARCH

Sobol’ sensitivity analysis of a complex environmental model

(2011) Jiri Nossent et al.   ENVIRONMENTAL MODELLING & SOFTWARE

On the convergence of generalized polynomial chaos expansions

(2011) Oliver G. Ernst et al.   ESAIM-MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS-MODELISATION MATHEMATIQUE ET ANALYSE NUMERIQUE

Surrogate-assisted evolutionary computation: Recent advances and future challenges

(2011) Yaochu Jin   Swarm and Evolutionary Computation

The Inverse Problem Utilizing the Boundary Element Method for a Nonstandard Female Torso

(2010) Colin Jamison et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Adaptive sparse polynomial chaos expansion based on least angle regression

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

Operational modal analysis by updating autoregressive model

(2010) V.H. Vu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis

(2009) Géraud Blatman et al.   PROBABILISTIC ENGINEERING MECHANICS

The stochastic finite element method: Past, present and future

(2008) George Stefanou   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Uncertainty quantification using polynomial chaos expansion with points of monomial cubature rules

(2008) D.L. Wei et al.   COMPUTERS & STRUCTURES