Materials Acceleration Platforms (MAPs): Accelerating Materials Research and Development to Meet Urgent Societal Challenges

Simon P Stier¹, Christoph Kreisbeck², Holger Ihssen³, Matthias Albert Popp¹, Jens Hauch⁴, Kourosh Malek⁵, Marine Reynaud⁶, T P M Goumans⁷, Johan Carlsson⁸, Ilian Todorov⁹, Lukas Gold¹, Andreas Räder¹, Wolfgang Wenzel¹⁰, Shahbaz Tareq Bandesha¹, Philippe Jacques¹¹, Francisco Garcia-Moreno¹², Oier Arcelus⁶, Pascal Friederich¹⁰, Simon Clark¹³, Mario Maglione¹⁴, Anssi Laukkanen¹⁵, Ivano Eligio Castelli¹⁶, Javier Carrasco^{6

17}, Montserrat Casas Cabanas⁶, Helge Sören Stein¹⁸, Ozlem Ozcan¹⁹, David Elbert²⁰, Karsten Reuter²¹, Christoph Scheurer²¹, Masahiko Demura²², Sang Soo Han²³, Tejs Vegge¹⁶, Sawako Nakamae²⁴, Monica Fabrizio²⁵, Mark Kozdras²⁶

Affiliations

¹ Department Digital Transformation, TLZ-RT, Fraunhofer ISC, Neunerplatz 2, 97082, Würzburg, Germany.
² Aixelo Inc., Cambridge, MA, 02141, USA.
³ Helmholtz Association, Rue du Trône 98, Bruxelles, B-1050, Belgium.
⁴ Forschungszentrum Jülich GmbH, Helmholtz-Institut Erlangen-Nürnberg for Renewable Energy (HI ERN), Institute of Materials for Electronics and Energy Technology (i-MEET), 91058, Erlangen, Germany.
⁵ Forschungszentrum Jülich GmbH, Theory and Computation of Energy Materials (IEK-13), Institute of Energy and Climate Research (IEK), 52428, Jülich, Germany.
⁶ Centro de Investigación Cooperativa de Energías Alternativas (CIC energiGUNE), Basque Research and Technology Alliance (BRTA), Parque Tecnológico de Álava, Albert Einstein 48, Vitoria-Gasteiz, 01510, Spain.
⁷ Software for Chemistry & Materials BV, De Boelelaan 1083, Amsterdam, 1081 HV, The Netherlands.
⁸ Dassault Systemes Deutschland GmbH, 51063, Cologne, Germany.
⁹ Scientific Computing Department, Science and Technology Facilities Council, Daresbury Laboratory, Warrington, WA4 4AD, UK.
¹⁰ Institute of Nanotechnology (INT), Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany.
¹¹ EMIRI AISBL, Rue de Ransbeek 310, Brussels, B-1120, Belgium.
¹² Institute of Applied Materials, Helmholtz-Zentrum Berlin für Materialien und Energie, Hahn-Meitner-Platz 1, 14109, Berlin, Germany.
¹³ SINTEF Industry, New Energy Solutions, Sem Sælands vei 12, Trondheim, 7034, Norway.
¹⁴ Institut de Chimie de la Matière Condensée de Bordeaux (ICMCB)-UMR 5026, CNRS, Université de Bordeaux, 87 Avenue du Docteur Schweitzer, Pessac, F-33608, France.
¹⁵ VTT Technical Research Centre of Finland Ltd., Espoo, 02044, Finland.
¹⁶ Department of Energy Conversion and Storage, Technical University of Denmark, Kgs. Lyngby, DK-2800, Denmark.
¹⁷ IKERBASQUE - Basque Foundation for Science, Plaza Euskadi 5, Bilbao, 48009, Spain.
¹⁸ Technical University of Munich (TUM), Digital Catalysis, Lichtenbergstr. 4, 85748, Garching b. München, Germany.
¹⁹ Federal Institute for Materials Research and Testing (BAM), Unter den Eichen 87, 12205, Berlin, Germany.
²⁰ Hopkins Extreme Materials Institute, Johns Hopkins University, Baltimore, MD, 21218, USA.
²¹ Fritz-Haber-Institut der Max-Planck-Gesellschaf, Faradayweg 4-6, 14195, Berlin, Germany.
²² National Institute for Materials Science (NIMS), 1-2-1 Sengen, Tsukuba, Ibaraki, 305-0044, Japan.
²³ Korea Institute of Science and Technology (KIST), 5 Hwarangno 14-gil, Seongbuk-gu, Seoul, 136-791, Republic of Korea.
²⁴ Service de physique de l'état condensé, CEA, CNRS, Université Paris-Saclay, CEA Saclay, Gif-sur-Yvette Cedex, 91191, France.
²⁵ Institute of Condensed Matter and Technologies for Energy, National Research Council, Corso Stati Uniti, 4 - 35127, Padua, Italy.
²⁶ Canmet MATERIALS, Natural Resources Canada, 183 Longwood Road South, Hamilton, ON, L8P 0A5, Canada.

PMID: 39239995
DOI: 10.1002/adma.202407791

Materials Acceleration Platforms (MAPs): Accelerating Materials Research and Development to Meet Urgent Societal Challenges

Simon P Stier et al. Adv Mater. 2024 Nov.

. 2024 Nov;36(45):e2407791.

doi: 10.1002/adma.202407791. Epub 2024 Sep 6.

Authors

Affiliations

¹ Department Digital Transformation, TLZ-RT, Fraunhofer ISC, Neunerplatz 2, 97082, Würzburg, Germany.
² Aixelo Inc., Cambridge, MA, 02141, USA.
³ Helmholtz Association, Rue du Trône 98, Bruxelles, B-1050, Belgium.
⁴ Forschungszentrum Jülich GmbH, Helmholtz-Institut Erlangen-Nürnberg for Renewable Energy (HI ERN), Institute of Materials for Electronics and Energy Technology (i-MEET), 91058, Erlangen, Germany.
⁵ Forschungszentrum Jülich GmbH, Theory and Computation of Energy Materials (IEK-13), Institute of Energy and Climate Research (IEK), 52428, Jülich, Germany.
⁶ Centro de Investigación Cooperativa de Energías Alternativas (CIC energiGUNE), Basque Research and Technology Alliance (BRTA), Parque Tecnológico de Álava, Albert Einstein 48, Vitoria-Gasteiz, 01510, Spain.
⁷ Software for Chemistry & Materials BV, De Boelelaan 1083, Amsterdam, 1081 HV, The Netherlands.
⁸ Dassault Systemes Deutschland GmbH, 51063, Cologne, Germany.
⁹ Scientific Computing Department, Science and Technology Facilities Council, Daresbury Laboratory, Warrington, WA4 4AD, UK.
¹⁰ Institute of Nanotechnology (INT), Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344, Eggenstein-Leopoldshafen, Germany.
¹¹ EMIRI AISBL, Rue de Ransbeek 310, Brussels, B-1120, Belgium.
¹² Institute of Applied Materials, Helmholtz-Zentrum Berlin für Materialien und Energie, Hahn-Meitner-Platz 1, 14109, Berlin, Germany.
¹³ SINTEF Industry, New Energy Solutions, Sem Sælands vei 12, Trondheim, 7034, Norway.
¹⁴ Institut de Chimie de la Matière Condensée de Bordeaux (ICMCB)-UMR 5026, CNRS, Université de Bordeaux, 87 Avenue du Docteur Schweitzer, Pessac, F-33608, France.
¹⁵ VTT Technical Research Centre of Finland Ltd., Espoo, 02044, Finland.
¹⁶ Department of Energy Conversion and Storage, Technical University of Denmark, Kgs. Lyngby, DK-2800, Denmark.
¹⁷ IKERBASQUE - Basque Foundation for Science, Plaza Euskadi 5, Bilbao, 48009, Spain.
¹⁸ Technical University of Munich (TUM), Digital Catalysis, Lichtenbergstr. 4, 85748, Garching b. München, Germany.
¹⁹ Federal Institute for Materials Research and Testing (BAM), Unter den Eichen 87, 12205, Berlin, Germany.
²⁰ Hopkins Extreme Materials Institute, Johns Hopkins University, Baltimore, MD, 21218, USA.
²¹ Fritz-Haber-Institut der Max-Planck-Gesellschaf, Faradayweg 4-6, 14195, Berlin, Germany.
²² National Institute for Materials Science (NIMS), 1-2-1 Sengen, Tsukuba, Ibaraki, 305-0044, Japan.
²³ Korea Institute of Science and Technology (KIST), 5 Hwarangno 14-gil, Seongbuk-gu, Seoul, 136-791, Republic of Korea.
²⁴ Service de physique de l'état condensé, CEA, CNRS, Université Paris-Saclay, CEA Saclay, Gif-sur-Yvette Cedex, 91191, France.
²⁵ Institute of Condensed Matter and Technologies for Energy, National Research Council, Corso Stati Uniti, 4 - 35127, Padua, Italy.
²⁶ Canmet MATERIALS, Natural Resources Canada, 183 Longwood Road South, Hamilton, ON, L8P 0A5, Canada.

PMID: 39239995
DOI: 10.1002/adma.202407791

Abstract

Climate Change and Materials Criticality challenges are driving urgent responses from global governments. These global responses drive policy to achieve sustainable, resilient, clean solutions with Advanced Materials (AdMats) for industrial supply chains and economic prosperity. The research landscape comprising industry, academe, and government identified a critical path to accelerate the Green Transition far beyond slow conventional research through Digital Technologies that harness Artificial Intelligence, Smart Automation and High Performance Computing through Materials Acceleration Platforms, MAPs. In this perspective, following the short paper, a broad overview about the challenges addressed, existing projects and building blocks of MAPs will be provided while concluding with a review of the remaining gaps and measures to overcome them.

Keywords: advanced materials; artificial intelligence; autonomous labs; materials acceleration platforms; societal challenges.

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References

1. S. Stier, C. Kreisbeck, H. Ihssen, M. A. Popp, J. Hauch, K. Malek, M. Reynaud, J. Carlsson, L. Gold, F. Goumans, I. Todorov, A. Räder, S. T. Bandesha, W. Wenzel, P. Jacques, O. Arcelus, F. Garcia‐Moreno, P. Friederich, M. Maglione, S. Clark, A. Laukkanen, M. C. Cabanas, J. Carrasco, I. E. Castelli, H. S. Stein, T. Vegge, S. Nakamae, M. Fabrizio, M. Kozdras, Zenodo 2023, https://doi.org/10.5281/zenodo.8012140.
1. United Nations Framework Convention on Climate Change, UNFCCC, https://unfccc.int/ (accessed: July 2024).
1. United Nations, Transforming our world: the 2030 Agenda for Sustainable Development, https://sdgs.un.org/2030agenda (accessed: July 2024).
1. United Nations, Sustainable Development ‐ THE 17 GOALS, https://sdgs.un.org/goals (accessed: July 2024).
1. IEA, Global electricity demand growth is slowing, weighed down by economic weakness and high prices ‐ News ‐ IEA, 2022, https://www.iea.org/news/global‐electricity‐demand‐growth‐is‐slowing‐wei... (accessed: July 2024).

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Materials Acceleration Platforms (MAPs): Accelerating Materials Research and Development to Meet Urgent Societal Challenges

Affiliations

Materials Acceleration Platforms (MAPs): Accelerating Materials Research and Development to Meet Urgent Societal Challenges

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Affiliations

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References

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