Computation‐with‐confidence for static elasticity: Data‐driven approach with order statistics

DOI10.1002/zamm.202100482MaRDI QIDQ6121553

Yoshihiro Kanno

Publication date: 26 March 2024

Published in: ZAMM - Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik (Search for Journal in Brave)

zbMATH Keywords

confidence leveldata set uncertaintystructural response probability

Mathematics Subject Classification ID

Classical linear elasticity (74B05) Reliability and life testing (62N05) Stochastic and other probabilistic methods applied to problems in solid mechanics (74S60)

Cites Work

• Unnamed Item
• Data-driven non-linear elasticity: constitutive manifold construction and problem discretization
• An adaptive method for homogenization in orthotropic nonlinear elasticity
• A manifold learning approach to data-driven computational elasticity and inelasticity
• Model-free data-driven inelasticity
• MAP123-EPF: a mechanistic-based data-driven approach for numerical elastoplastic modeling at finite strain
• Data-driven fracture mechanics
• A confidence-based reliability optimization with single loop strategy and second-order reliability method
• Finite element solver for data-driven finite strain elasticity
• A kernel method for learning constitutive relation in data-driven computational elasticity
• MAP123: a data-driven approach to use 1D data for 3D nonlinear elastic materials modeling
• MAP123-EP: a mechanistic-based data-driven approach for numerical elastoplastic analysis
• Data-driven finite elasticity
• Variational framework for distance-minimizing method in data-driven computational mechanics
• Deep autoencoders for physics-constrained data-driven nonlinear materials modeling
• A physics-constrained data-driven approach based on locally convex reconstruction for noisy database
• A new reliability-based data-driven approach for noisy experimental data with physical constraints
• Data-based derivation of material response
• Non-parametric material state field extraction from full field measurements
• Mixed-integer programming formulation of a data-driven solver in computational elasticity
• Data-driven computational mechanics
• A method of two-scale analysis with micro-macro decoupling scheme: application to hyperelastic composite materials
• Graph Implementations for Nonsmooth Convex Programs
• Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones
• Introduction to Finite Element Analysis Using MATLAB and Abaqus

This page was built for publication: Computation‐with‐confidence for static elasticity: Data‐driven approach with order statistics