Multi-Material Topology Optimization Using Neural Networks

Multi-material continuum topology optimization with arbitrary volume and mass constraints

(2018) Emily D. Sanders et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Discrete multi-material topology optimization under total mass constraint

(2018) Xingtong Yang et al.   COMPUTER-AIDED DESIGN

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

(2018) M. Raissi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Undercut and overhang angle control in topology optimization: A density gradient based integral approach

(2017) Xiaoping Qian   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Topology optimization with manufacturing constraints: A unified projection-based approach

(2016) Sandro L. Vatanabe et al.   ADVANCES IN ENGINEERING SOFTWARE

Multi-material topology optimization considering interface behavior via XFEM and level set method

(2016) Pai Liu et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

An isogeometric approach to topology optimization of multi-material and functionally graded structures

(2016) Alireza H. Taheri et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Multi-material topology optimization using ordered SIMP interpolation

(2016) Wenjie Zuo et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Volume preserving projection filters and continuation methods in topology optimization

(2015) Lei Li et al.   ENGINEERING STRUCTURES

A Pareto-Optimal Approach to Multimaterial Topology Optimization

(2015) Amir M. Mirzendehdel et al.   JOURNAL OF MECHANICAL DESIGN

Automatic penalty continuation in structural topology optimization

(2015) Susana Rojas-Labanda et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Simultaneous isogeometrical shape and material design of functionally graded structures for optimal eigenfrequencies

(2014) A.H. Taheri et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Multi-phase structural optimizationviaa level set method

(2014) G. Allaire et al.   ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS

Multiple-Material Topology Optimization of Compliant Mechanisms Created Via PolyJet Three-Dimensional Printing

(2014) Andrew T. Gaynor et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Multi-constrained topology optimization via the topological sensitivity

(2014) Shiguang Deng et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Material interface effects on the topology optimizationof multi-phase structures using a level set method

(2014) Natasha Vermaak et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

OpenFab

(2013) Kiril Vidimče et al.   ACM TRANSACTIONS ON GRAPHICS

Design of functionally graded piezocomposites using topology optimization and homogenization – Toward effective energy harvesting materials

(2013) S.L. Vatanabe et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Assembly-Free Large-Scale Modal Analysis on the Graphics-Programmable Unit

(2013) Praveen Yadav et al.   JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

Topology optimization approaches

(2013) Ole Sigmund et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Efficient generation of large-scale pareto-optimal topologies

(2012) Krishnan Suresh   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A mass constraint formulation for structural topology optimization with multiphase materials

(2011) Tong Gao et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Optimization strategies for discrete multi-material stiffness optimization

(2011) Christian Frier Hvejsel et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Material interpolation schemes for unified topology and multi-material optimization

(2011) Christian Frier Hvejsel 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

A pseudo-sensitivity based discrete-variable approach to structural topology optimization with multiple materials

(2009) Anand Ramani   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Bi-directional evolutionary topology optimization of continuum structures with one or multiple materials

(2008) X. Huang et al.   COMPUTATIONAL MECHANICS