Modelling and Simulation

The Modelling and Simulation Research Area aims to support UK materials researchers across academia and industry to access the power of materials modelling in understanding and improving materials.

Vision

We support researchers who use modelling and simulations themselves, but also provide a route for new collaborations between industry and academia or between simulation and experiment.

Our goals are to:

  • Accelerate innovation in materials through physics-based modelling and computational simulation.
  • Enable data-centric and AI-based materials research.
  • Facilitate collaboration to exploit complementarity in simulation and experiment and bring together academia and industry.

Introduction and Scope

Modelling and simulation of materials involve taking mathematical descriptions of material behaviour and using computational tools to explore these descriptions.

Numerous approaches to modelling and simulation exist, covering all the types of materials we use—from metals and ceramics to biomaterials and 2D materials—across the full range of time and length scales where their behaviour is significant, from atoms and electrons to the scale of engineering components and beyond.

Royce possesses expertise across the modelling and simulation domain, with researchers developing and deploying cutting-edge techniques alongside experiments to predict, explain, and enhance material behaviour while creating new, improved materials.

The Modelling and Simulation Research Area is integral to all Royce activities and serves as a key pillar of the Institute’s Materials 4.0 strategy, which drives the acceleration of materials innovation through digital methods. This includes support for the new Royce Centre for Doctoral Training in Developing National Capability for Materials 4.0.

Current and Future Research

The modelling and simulation capabilities of Royce span a full range of modelling techniques, length scales and applications. This includes the use of exciting developments in machine learning, artificial intelligence, multiscale modelling, and quantum computing capabilities.

These techniques are being applied across Royce’s research remit, including battery materials, nuclear materials, complex fluids, polymers, graphene, metals, alloys, photovoltaics, carbon/soil, continuum mechanics and large quantum simulations.

Modelling and Simulation Team

Related Activity

Digital Materials Foundry

The Digital Materials Foundry is a new initiative established by Royce to support the digital transformation of materials innovation. The Foundry is leveraging open-access experimental databases, machine-learning code for property prediction and language models tailored for the materials domain to accelerate translation.

Materials 4.0 CDT

The Engineering and Physical Sciences Research Council (EPSRC) Centre for Doctoral Training in Developing National Capability for Materials 4.0 with the Henry Royce Institute will train over 70 researchers with the knowledge, understanding and skills required to ensure national capability in Materials 4.0.

Data Curation

Royce provides a dedicated Data Curation team to support colleagues across the materials innovation community in adopting robust research data management practices. ur team can support those working across Royce’s programmes in retaining research knowledge and expertise, ensuring data provenance, internally and externally, and in managing the research data lifecycle from conception and planning to project conclusion and impact tracking.
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