Data-driven multiscale design of cellular composites with multiclass microstructures for natural frequency maximization

Scalable Gaussian Processes for Data-Driven Design Using Big Data With Categorical Factors

(2021) Liwei Wang et al.   JOURNAL OF MECHANICAL DESIGN

A guide-weight criterion-based topology optimization method for maximizing the fundamental eigenfrequency of the continuum structure

(2021) Jingping Liao et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

STRESS-CONSTRAINED DESIGN OF FUNCTIONALLY GRADED LATTICE STRUCTURES WITH SPLINE-BASED DIMENSIONALITY REDUCTION1

(2020) Zimi Jenmy Zhang et al.   JOURNAL OF MECHANICAL DESIGN

Data-driven design approach to hierarchical hybrid structures with multiple lattice configurations

(2020) Zhen Liu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Data-driven metamaterial design with Laplace-Beltrami spectrum as “shape-DNA”

(2020) Liwei Wang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Maximizing natural frequencies of inhomogeneous cellular structures by Kriging-assisted multiscale topology optimization

(2020) Yan Zhang et al.   COMPUTERS & STRUCTURES

The substructuring‐based topology optimization for maximizing the first eigenvalue of hierarchical lattice structure

(2020) Zijun Wu et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Rapid Modeling and Design Optimization of Multi-Topology Lattice Structure Based on Unit-Cell Library

(2020) Yuan Liu et al.   JOURNAL OF MECHANICAL DESIGN

A Latent Variable Approach to Gaussian Process Modeling with Qualitative and Quantitative Factors

(2019) Yichi Zhang et al.   TECHNOMETRICS

Integration of Normative Decision-Making and Batch Sampling for Global Metamodeling

(2019) Anton van Beek et al.   JOURNAL OF MECHANICAL DESIGN

Topology optimization for concurrent design of structures with multi-patch microstructures by level sets

(2018) Hao Li et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Topology optimization of truss subjected to static and dynamic constraints by integrating simulated annealing into passing vehicle search algorithms

(2018) Ghanshyam G. Tejani et al.   ENGINEERING WITH COMPUTERS

Concurrent topology optimization design of structures and non-uniform parameterized lattice microstructures

(2018) Chuang Wang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Two-scale concurrent topology optimization with multiple micro materials based on principal stress orientation

(2018) Liang Xu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Connecting Microstructures for Multiscale Topology Optimization with Connectivity Index Constraints

(2018) Zongliang Du et al.   JOURNAL OF MECHANICAL DESIGN

Multiscale topology optimization using neural network surrogate models

(2018) Daniel A. White et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Dynamic multiscale topology optimization for multi-regional micro-structured cellular composites

(2018) Jie Gao et al.   COMPOSITE STRUCTURES

Concurrent two-scale topological design of multiple unit cells and structure using combined velocity field level set and density model

(2018) Yaguang Wang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Homogenization-based topology optimization for high-resolution manufacturable microstructures

(2017) Jeroen P. Groen et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Efficient design optimization of variable-density cellular structures for additive manufacturing: theory and experimental validation

(2017) Lin Cheng et al.   RAPID PROTOTYPING JOURNAL

Evolutionary topology optimization of continuum structures with smooth boundary representation

(2017) Daicong Da et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Concurrent topology optimization of multiscale structures with multiple porous materials under random field loading uncertainty

(2017) Jiadong Deng et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Concurrent topology optimization for minimizing frequency responses of two-level hierarchical structures

(2016) W.M. Vicente et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Topology optimization: a review for structural designs under vibration problems

(2016) Sajjad Zargham et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Simultaneous material and structural optimization by multiscale topology optimization

(2016) Raghavendra Sivapuram et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Concurrent topology optimization of macrostructures and material microstructures for natural frequency

(2016) Qiming Liu et al.   MATERIALS & DESIGN

Multiscale structural topology optimization with an approximate constitutive model for local material microstructure

(2015) Liang Xia et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Design of materials using topology optimization and energy-based homogenization approach in Matlab

(2015) Liang Xia et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Concurrent topology optimization design of material and structure within FE2 nonlinear multiscale analysis framework

(2014) Liang Xia et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Eigenvalue topology optimization of structures using a parameterized level set method

(2014) Tao Liu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multivariate Gaussian Process Emulators With Nonseparable Covariance Structures

(2013) Thomas E. Fricker et al.   TECHNOMETRICS

A level set based shape and topology optimization method for maximizing the simple or repeated first eigenvalue of structure vibration

(2010) Qi Xia et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

On projection methods, convergence and robust formulations in topology optimization

(2010) Fengwen Wang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Efficient topology optimization in MATLAB using 88 lines of code

(2010) Erik Andreassen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Maximizing the fundamental eigenfrequency of geometrically nonlinear structures by topology optimization based on element connectivity parameterization

(2009) Gil Ho Yoon   COMPUTERS & STRUCTURES

Evolutionary topological optimization of vibrating continuum structures for natural frequencies

(2009) X. Huang et al.   COMPUTERS & STRUCTURES

Optimum structure with homogeneous optimum cellular material for maximum fundamental frequency

(2008) Bin Niu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION