Abstract
This paper introduces an inverse design framework for the precise tailoring of desired nonlinear mechanical responses in periodic microstructures, with particular focus on prescribed nonlinear stress–strain relationships. The topology optimization hinges on minimizing the error between the target and realized properties of the microstructures. A deformation-driven homogenization framework is setup. The periodic constraints needed for the microscale equilibrium equation are imposed through strongly enforced periodic boundary conditions and the removal of the translational nullspace, avoiding the need for Lagrange multipliers, greatly simplifying the implementation. Automatic differentiation is leveraged to efficiently calculate the necessary sensitivities for the gradient-based optimization. To further aid the design of discrete designs a intermediate density penalty constraint is proposed. Numerical examples underscore the efficacy of our methodology, showcasing microstructures that demonstrate targeted softening and stiffening as well as distinctive directional behaviour.
| Original language | English |
|---|---|
| Article number | 55 |
| Number of pages | 16 |
| Journal | Structural and Multidisciplinary Optimization |
| Volume | 67 |
| Issue number | 4 |
| Early online date | 18 Mar 2024 |
| DOIs | |
| Publication status | Published - Apr 2024 |
| Externally published | Yes |
Bibliographical note
Publisher Copyright:© The Author(s) 2024.
Keywords
- Finite strain
- Hyperelasticity
- Inverse design
- Inverse homogenization
- Metamaterials
- Periodic microstructures
- Topology optimization
ASJC Scopus subject areas
- Software
- Control and Systems Engineering
- Computer Science Applications
- Computer Graphics and Computer-Aided Design
- Control and Optimization
Fingerprint
Dive into the research topics of 'Inverse design of periodic microstructures with targeted nonlinear mechanical behaviour'. Together they form a unique fingerprint.Research output
- 1 Comment/debate
-
Correction to: Inverse design of periodic microstructures with targeted nonlinear mechanical behaviour
Thillaithevan, D., Murphy, R., Hewson, R. & Santer, M., Dec 2025, In: Structural and Multidisciplinary Optimization. 68, 12, 1 p., 256.Research output: Contribution to journal › Comment/debate
Open AccessFile
Projects
- 1 Active
-
Oncological Engineering - A new concept in the treatment of bone metastases
Bryant, M. (Co-Investigator) & Hall, R. (Principal Investigator)
Engineering & Physical Science Research Council
8/01/24 → 30/09/28
Project: Research Councils
Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver