CMMI-EPSRC: Damage Tolerant 3D micro-architectured brittle materials
Lead Research Organisation:
University of Cambridge
Department Name: Engineering
Abstract
The search for materials that are lightweight and can withstand extreme service conditions has been a major driving force for material development in recent decades. Ceramic materials, while stable at high temperatures and in harsh environments, are limited in their structural applications due to their inherent brittleness and low damage tolerance compared to their metallic materials. An emerging class of materials referred to as micro-architectured materials offer a potential breakthrough to overcome this limitation. Our preliminary experimental results suggest that large-scale 3D micro-architectured materials, even when made from linear elastic brittle parent materials at scales that resemble bulk materials can exhibit extreme damage tolerance. Thus, in this project we propose to develop a deeper understanding of fracture and damage tolerance in a wide variety of micro-architectured materials made from (ceramic/ceramic-like) purely brittle parent materials. Our proposed research is based on two underlying hypotheses: (1) The discrete nature of the 3D micro-architectures either inherently gives rise to crack-bridging, introduces local anisotropy in the fracture toughness or both that leads to the observed extreme damage tolerance of micro-architectured materials made of inherently brittle parent materials. (2) The topological stochasticity in the 3D micro-architectures made of inherently brittle parent materials will result in diffused damage zones and enhanced crack-bridging, leading to further increase in damage tolerance. The specific objectives of our proposal are twofold. First, ascertain the crack growth and damage tolerance mechanisms of large-scale 3D periodic micro-architectures made of linear elastic brittle parent materials. Second, extend the mechanistic understanding of fracture in periodic micro-architectures to stochastic micro-architectures made of brittle ceramic parent materials. This will enable us to test our hypotheses and address several fundamental questions of technological relevance that are raised in this proposal. Our proposed education and outreach plans are also fully integrated with the research plan through a common focus on mechanics of micro-architectured materials.
Classical fracture mechanics has been a highly successful theory for analyzing fracture of continuum materials. However, our preliminary results indicate that these concepts do not directly extend to discrete 3D micro-architectured materials, even those made of purely linear-elastic brittle parent materials. In particular, the discreteness of the microstructure renders standard measures of fracture properties and fracture testing protocols inadequate. This project will expand upon the traditional understanding of classical fracture mechanics and associated testing protocols by developing a comprehensive mechanistic understanding of damage tolerance and devising a novel methodology to characterize fracture response of a wide variety of 3D micro-architectured materials made from purely brittle materials. Furthermore, by gaining a deeper understanding of the correlation between micro-architecture and fracture response, we will create fracture mechanism and performance maps that can be used for selecting an optimum micro-architecture based on parameters such as size and density of the structure and loading conditions.
The project's main impact lies in the development of a methodology that will enable the discovery, design, and development of lightweight, damage-tolerant micro-architectured materials for extreme loading conditions. These materials have potential uses not only in structural applications but also in relevant contemporary technologies such as energy, biomedical and micromechanical devices. This project will facilitate damage tolerance and structural integrity analysis for reliable use of micro-architectured materials in these highly sought-after technologies.
Classical fracture mechanics has been a highly successful theory for analyzing fracture of continuum materials. However, our preliminary results indicate that these concepts do not directly extend to discrete 3D micro-architectured materials, even those made of purely linear-elastic brittle parent materials. In particular, the discreteness of the microstructure renders standard measures of fracture properties and fracture testing protocols inadequate. This project will expand upon the traditional understanding of classical fracture mechanics and associated testing protocols by developing a comprehensive mechanistic understanding of damage tolerance and devising a novel methodology to characterize fracture response of a wide variety of 3D micro-architectured materials made from purely brittle materials. Furthermore, by gaining a deeper understanding of the correlation between micro-architecture and fracture response, we will create fracture mechanism and performance maps that can be used for selecting an optimum micro-architecture based on parameters such as size and density of the structure and loading conditions.
The project's main impact lies in the development of a methodology that will enable the discovery, design, and development of lightweight, damage-tolerant micro-architectured materials for extreme loading conditions. These materials have potential uses not only in structural applications but also in relevant contemporary technologies such as energy, biomedical and micromechanical devices. This project will facilitate damage tolerance and structural integrity analysis for reliable use of micro-architectured materials in these highly sought-after technologies.
People |
ORCID iD |
| Vikram Deshpande (Principal Investigator) |
Publications
Carlsson J
(2024)
The compressive response of the filled Kelvin foam
in European Journal of Mechanics - A/Solids
Grega I
(2025)
Graph neural networks for strut-based architected solids
in Journal of the Mechanics and Physics of Solids
Grega, I
(2024)
Neural rendering enables dynamic tomography
in Neural rendering enables dynamic tomography
Grega, I
(2024)
Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials
in Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials
Hahn D
(2025)
Eliminating Structural Defects in Large Area Mechanical Metamaterials via Hot Lithography in Large-Area Projection Micro-Stereolithography
in Additive Manufacturing
Ichihara N
(2024)
High axial compressive strength in 3D-printed continuous carbon fiber reinforced thermoplastics by controlling printing forces
in Composites Part B: Engineering
Shaikeea A
(2024)
The anomalous crack growth behaviour of an elastic-brittle octet-truss architected solid
in Journal of the Mechanics and Physics of Solids
Utzeri M
(2024)
Multiscale Experiments and Predictive Modeling for Failure Mitigation in Additive Manufacturing of Lattices
in Advanced Materials Technologies
| Description | Adaptable mechanical metamaterials with tailorable toughness and energy absorption |
| Amount | $430,000 (USD) |
| Funding ID | N000142412519 |
| Organisation | US Navy |
| Department | US Office of Naval Research Global |
| Sector | Academic/University |
| Country | United States |
| Start | 08/2024 |
| End | 08/2028 |
| Description | Architected Materials for flow control |
| Amount | $296,718 (USD) |
| Organisation | Intellectual Ventures |
| Sector | Private |
| Country | United States |
| Start | 03/2024 |
| End | 06/2025 |
| Description | Using Data-Driven Mechanics to create high-fidelity soft composite material constitutive models for improved process simulation |
| Amount | $578,139 (USD) |
| Funding ID | #2024-UI-PA-086 |
| Organisation | Boeing |
| Sector | Private |
| Country | United States |
| Start | 01/2025 |
| End | 12/2027 |
| Description | Damage tolerant 3D micro-architectured brittle materials |
| Organisation | Texas A&M University |
| Country | United States |
| Sector | Academic/University |
| PI Contribution | The search for materials that are lightweight and can withstand extreme service conditions has been a major driving force for material development in recent decades. Ceramic materials, while stable at high temperatures and in harsh environments, are limited in their structural applications due to their inherent brittleness and low damage tolerance compared to their metallic materials. An emerging class of materials referred to as micro-architectured materials offer a potential breakthrough to overcome this limitation. Our preliminary experimental results suggest that large-scale 3D micro-architectured materials, even when made from linear elastic brittle parent materials at scales that resemble bulk materials can exhibit extreme damage tolerance. Thus, in this project we propose to develop a deeper understanding of fracture and damage tolerance in a wide variety of micro-architectured materials made from (ceramic/ceramic-like) purely brittle parent materials. Our proposed research is based on two underlying hypotheses: (1) The discrete nature of the 3D micro-architectures either inherently gives rise to crack-bridging, introduces local anisotropy in the fracture toughness or both that leads to the observed extreme damage tolerance of micro- architectured materials made of inherently brittle parent materials. (2) The topological stochasticity in the 3D micro-architectures made of inherently brittle parent materials will result in diffused damage zones and enhanced crack-bridging, leading to further increase in damage tolerance. The specific objectives of our proposal are twofold. First, ascertain the crack growth and damage tolerance mechanisms of large-scale 3D periodic micro-architectures made of linear elastic brittle parent materials. Second, extend the mechanistic understanding of fracture in periodic micro-architectures to stochastic micro-architectures made of brittle ceramic parent materials. This will enable us to test our hypotheses and address several fundamental questions of technological relevance that are raised in this proposal. Our proposed education and outreach plans are also fully integrated with the research plan through a common focus on mechanics of micro- architectured materials. Cambridge team is providing the expertise in terms of experiments/measurements and computations in the effort |
| Collaborator Contribution | In the above described activity Texas A&M is leading the manufacturing effort. |
| Impact | No outputs yet |
| Start Year | 2024 |
| Description | Ivan Grega (PhD student) on secondment to Mila - Quebec AI Institute |
| Organisation | Mila - Quebec AI Institute |
| Country | Canada |
| Sector | Private |
| PI Contribution | PhD student expanded his knowledge |
| Collaborator Contribution | knowledge transfer |
| Impact | papers |
| Start Year | 2024 |
| Title | Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials |
| Description | This is the code for "Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials" Work presented at the International Conference on Learning Representations (ICLR) 2024. Link to paper: https://openreview.net/forum?id=smy4DsUbBo https://arxiv.org/abs/2401.16914 |
| Type Of Technology | Software |
| Year Produced | 2024 |
| Open Source License? | Yes |
| Impact | Work presented at the International Conference on Learning Representations (ICLR) 2024. |
| Description | Midwest Mechanics Seminar |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Postgraduate students |
| Results and Impact | The Midwest Mechanics Seminar is a longstanding seminar series where outstanding researchers from around the world (outside the midwest), working in the broad areas of fluid and solid mechanics, are invited to present their research at several midwestern universities in the United States. It was started by Prof. Phil Hodge in 1958 who described its inception in the following words: |
| Year(s) Of Engagement Activity | 2024,2025 |
| URL | https://sites.google.com/iit.edu/mms/2024-25-speakers?authuser=0 |