Machine learning aided static structural reliability analysis for functionally graded frame structures
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Publication:1988901
DOI10.1016/j.apm.2019.10.007zbMath1481.74127OpenAlexW2979896568WikidataQ127101390 ScholiaQ127101390MaRDI QIDQ1988901
Publication date: 24 April 2020
Published in: Applied Mathematical Modelling (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.apm.2019.10.007
Learning and adaptive systems in artificial intelligence (68T05) Reliability, availability, maintenance, inspection in operations research (90B25) Composite and mixture properties (74E30)
Related Items (7)
Fuzzy finite element analysis for free vibration response of functionally graded semi-rigid frame structures ⋮ Polymorphic uncertainty quantification for engineering structures via a hyperplane modelling technique ⋮ Decomposition method for reliability analysis of structural systems ⋮ Adaptive stochastic isogeometric analysis for nonlinear bending of thin functionally graded shells with material uncertainties ⋮ EMR-SSM: synchronous surrogate modeling-based enhanced moving regression method for multi-response prediction and reliability evaluation ⋮ Reliability-based design for lightweight vehicle structures with uncertain manufacturing accuracy ⋮ A virtual model architecture for engineering structures with twin extended support vector regression (T-X-SVR) method
Uses Software
Cites Work
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- Reliability-based optimization of trusses with random parameters under dynamic loads
- Finite element analysis of thermoelastic field in a rotating FGM circular disk
- Free vibration characteristics of a functionally graded beam by finite element method
- A set of new Chebyshev kernel functions for support vector machine pattern classification
- A new surrogate modeling technique combining Kriging and polynomial chaos expansions - application to uncertainty analysis in computational dosimetry
- Stochastic simulation of non-Gaussian/non-stationary properties in a functionally graded plate
- Dynamic analysis of multi-directional functionally graded annular plates
- Simultaneous classification and feature selection via convex quadratic programming with application to HIV-associated neurocognitive disorder assessment
- Stochastic analysis of compositionally graded plates with system randomness under static loading
- Stochastic finite element analysis of the free vibration of functionally graded material plates
- Some identities involving Gegenbauer polynomials
- Robust assessment of collapse resistance of structures under uncertain loads based on info-gap model
- Stochastic finite element method for free vibration characteristics of random FGM beams
- Bending analysis of thin functionally graded plate under in-plane stiffness variations
- Modelling functionally graded materials in heat transfer and thermal stress analysis by means of graded finite elements
- Support vector regression based metamodeling for seismic reliability analysis of structures
- Hybrid uncertain static analysis with random and interval fields
- Hybrid uncertain natural frequency analysis for structures with random and interval fields
- An adaptive multiple-kriging-surrogate method for time-dependent reliability analysis
- Random vibration of the functionally graded laminates in thermal environments
- Generalized shear deformation theory for bending analysis of functionally graded plates
- Learning with Support Vector Machines
- Robust stability analysis of structures with uncertain parameters using mathematical programming approach
- Bayesian Design and Analysis of Computer Experiments: Use of Derivatives in Surface Prediction
- 10.1162/15324430152748218
- Kernel Methods and Machine Learning
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