An initiative of the European Commission

Community - Working Group

Materials Science

Purpose / Scope

The Materials Science Working Group investigates how AI can accelerate the discovery, design and optimisation of advanced materials that support Europe’s scientific and industrial ambitions.

The group addresses applications ranging from batteries and semiconductors to catalysts, polymers and sustainable materials. By integrating computational modelling, experimental data and high-throughput experimentation, it promotes AI methods that shorten discovery cycles, improve predictive capabilities and strengthen collaboration between research infrastructures and industry.

Key Questions

01

How can AI accelerate materials discovery?

Supporting inverse design, property prediction and optimisation.

02

How can AI integrate simulations and experiments?

Connecting computational models with laboratory observations.

03

How can autonomous laboratories transform materials research?

Exploring robotics and high-throughput experimentation.

04

How can shared infrastructures improve AI innovation?

Strengthening collaboration across European materials science facilities.

Linked RAISE FORUM Space

RAISE FORUM enables structured discussion, consultation, and feedback within the Working Group.

It supports the exchange of perspectives on priorities, challenges, and opportunities in AI for science.

Experts

Selected experts contributing to the AI in Science Working Groups

Each Working Group brings together a selected group of experts contributing to the co-creation of the AI in Science Strategic Research and Innovation Agenda (SRIA). Members were appointed through an open call for expression of interest based on their expertise, experience, and ability to contribute to interdisciplinary collaboration across AI and scientific research domains.

Andrey Ustyuzhanin

Working Group Co-Chair

Constructor University
Germany

Román Orús

DIPC, Multiverse Computing
Spain

Stephan Roche

ICREA and ICN2
Spain

Sonia Conesa Boj

Delft University of Technology
Netherlands

Nicola Marzari

University of Cambridge
United Kingdom

Karsten Reuter

Fritz Haber Institute of the Max Planck Society
Germany

Gabor Csanyi

Max Planck Institute for Polymer Research
Germany

Ares Argelia Gomez Gallegos

Malmö University
Sweden

Tejs Vegge

Technical University of Denmark
Denmark

Eleonora Ricci

University of Edinburgh
United Kingdom

Janine George

Federal Institute for Materials Research and Testing (BAM)
Germany

Hartmut Schlenz

Forschungszentrum Juelich GmbH, Institute of Energy Materials and Devices (IMD), Materials Synthesis and processing (IMD-2)
Germany

Gian-Marco Rignanese

UCLouvain
Belgium

Alfons Hoekstra

University of Amsterdam
Netherlands

Maciej Haranczyk

IMDEA Materials Institute
Spain

Michele Ceriotti

EPFL
Switzerland

Gianaurelio Cuniberti

TU Dresden
Germany

Events

Resources

Other Working Groups