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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.

Publications

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Carlsson J (2024) The compressive response of the filled Kelvin foam in European Journal of Mechanics - A/Solids

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Grega I (2025) Graph neural networks for strut-based architected solids in Journal of the Mechanics and Physics of Solids

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Grega, I (2024) Neural rendering enables dynamic tomography in Neural rendering enables dynamic tomography

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Grega, I (2024) Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials in Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials

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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

 
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