A novel geometric nonlinear reduced order modeling method using multi-fidelity surrogate for real-time structural analysis

Geometric design of friction ring dampers in blisks using nonlinear modal analysis and Kriging surrogate model

(2022) Yekai Sun et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Modified Multifidelity Surrogate Model Based on Radial Basis Function with Adaptive Scale Factor

(2022) Yin Liu et al.   Chinese Journal of Mechanical Engineering

Design of Digital Twin Sensing Strategies Via Predictive Modeling and Interpretable Machine Learning

(2022) Michael G. Kapteyn et al.   JOURNAL OF MECHANICAL DESIGN

Modal interactions of a dual-joint cylindrical shell system via Nonlinear Normal Modes

(2022) J.C. Pan et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

A Gaussian process regression reduced order model for geometrically nonlinear structures

(2022) Kyusic Park et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Model order reduction for real-time hybrid simulation: Comparing polynomial chaos expansion and neural network methods

(2022) N. Tsokanas et al.   MECHANISM AND MACHINE THEORY

Reduced-order modeling of nonlinear structural dynamical systems via element-wise stiffness evaluation procedure combined with hyper-reduction

(2021) Jonggeon Lee et al.   COMPUTATIONAL MECHANICS

Quasi-static modal analysis for reduced order modeling of geometrically nonlinear structures

(2021) Kyusic Park et al.   JOURNAL OF SOUND AND VIBRATION

Harmonic-Balance-Based parameter estimation of nonlinear structures in the presence of Multi-Harmonic response and force

(2021) Javad Taghipour et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Data‐driven physics‐based digital twins via a library of component‐based reduced‐order models

(2020) M.G. Kapteyn et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Updating Geometrically Nonlinear Reduced-Order Models Using Nonlinear Modes and Harmonic Balance

(2020) Christopher I. Van Damme et al.   AIAA JOURNAL

Topology optimization of structural systems based on a nonlinear beam finite element model

(2020) Navid Changizi et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Data-driven POD-Galerkin reduced order model for turbulent flows

(2020) Saddam Hijazi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Application of differential quadrature and Newmark methods for dynamic response in pad concrete foundation covered by piezoelectric layer

(2020) Reza Taherifar et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

A radial basis function-based multi-fidelity surrogate model: exploring correlation between high-fidelity and low-fidelity models

(2019) Xueguan Song et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

On the frequency response computation of geometrically nonlinear flat structures using reduced-order finite element models

(2019) Arthur Givois et al.   NONLINEAR DYNAMICS

Transient Dynamic Characteristics of a Non-Pneumatic Mechanical Elastic Wheel Rolling Over a Ditch

(2018) You-Qun Zhao et al.   INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY

Non-intrusive reduced order modeling of nonlinear problems using neural networks

(2018) J.S. Hesthaven et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A review on design of experiments and surrogate models in aircraft real-time and many-query aerodynamic analyses

(2018) Raul Yondo et al.   PROGRESS IN AEROSPACE SCIENCES

A hybrid reduced-order modeling technique for nonlinear structural dynamic simulation

(2018) Chen Yang et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Modal Substructuring of Geometrically Nonlinear Finite-Element Models

(2016) Robert J. Kuether et al.   AIAA JOURNAL

The evolution and future of manufacturing: A review

(2016) Behzad Esmaeilian et al.   JOURNAL OF MANUFACTURING SYSTEMS

Evaluation of Geometrically Nonlinear Reduced-Order Models with Nonlinear Normal Modes

(2015) Robert J. Kuether et al.   AIAA JOURNAL

The harmonic balance method for bifurcation analysis of large-scale nonlinear mechanical systems

(2015) T. Detroux et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Dynamic data-driven reduced-order models

(2015) Benjamin Peherstorfer et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A numerical approach to directly compute nonlinear normal modes of geometrically nonlinear finite element models

(2014) Robert J. Kuether et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Design optimization using hyper-reduced-order models

(2014) David Amsallem et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A review of indirect/non-intrusive reduced order modeling of nonlinear geometric structures

(2013) Marc P. Mignolet et al.   JOURNAL OF SOUND AND VIBRATION

Nested maximin Latin hypercube designs

(2009) Gijs Rennen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Simulation and Optimization of Pressure Swing Adsorption Systems Using Reduced-Order Modeling

(2008) Anshul Agarwal et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Reduced-order models for nonlinear response prediction: Implicit condensation and expansion

(2008) Joseph J. Hollkamp et al.   JOURNAL OF SOUND AND VIBRATION