TY - JOUR A1 - Stier, S. P. A1 - Kreisbeck, C. A1 - Ihssen, H. A1 - Popp, M. A. A1 - Hauch, J. A1 - Malek, K. A1 - Reynaud, M. A1 - Goumans, T.P.M. A1 - Carlsson, J. A1 - Todorov, I. A1 - Gold, L. A1 - Räder, A. A1 - Wenzel, W. A1 - Bandesha, S. T. A1 - Jacques, P. A1 - Garcia‐Moreno, F. A1 - Arcelus, O. A1 - Friederich, P. A1 - Clark, S. A1 - Maglione, M. A1 - Laukkanen, A. A1 - Castelli, I. E. A1 - Carrasco, J. A1 - Cabanas, M. C. A1 - Stein, H. S. A1 - Özcan Sandikcioglu, Özlem A1 - Elbert, D. A1 - Reuter, K. A1 - Scheurer, C. A1 - Demura, M. A1 - Han, S. S. A1 - Vegge, T. A1 - Nakamae, S. A1 - Fabrizio, M. A1 - Kozdras, M. T1 - Materials Acceleration Platforms (MAPs) Accelerating Materials Research and Development to Meet Urgent Societal Challenges N2 - AbstractClimate 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. KW - Advanced materials KW - Artificial intelligence KW - Autonomous labs KW - Materials acceleration platforms KW - Societal challenges KW - MAPs PY - 2024 UR - https://nbn-resolving.org/urn:nbn:de:kobv:b43-611583 DO - https://doi.org/10.1002/adma.202407791 SP - 1 EP - 26 PB - Wiley AN - OPUS4-61158 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Hattrick-Simpers, J. A1 - Li, K. A1 - Greenwood, M. A1 - Black, R. A1 - Witt, Julia A1 - Kozdras, M. A1 - Pang, X. A1 - Özcan Sandikcioglu, Özlem T1 - Designing durable, sustainable, high-performance materials for clean energy infrastructure N2 - Civilization and modern societies would not be possible without manmade materials. Considering their production volumes, their supporting role in nearly all industrial processes, and the impact of their sourcing and production on the environment, metals and alloys are and will be of prominent importance for the clean energy transition. The focus of materials discovery must move to more specialized, application-tailored green alloys that outperform the legacy materials not only in performance but also in sustainability and resource efficiency. This white paper summarizes a joint Canadian-German initiative aimed at developing a materials acceleration platform (MAP) focusing on the discovery of new alloy families that will address this challenge. We call our initiative the “Build to Last Materials Acceleration Platform” (B2L-MAP) and present in this perspective our concept of a three-tiered self-driving laboratory that is composed of a simulation-aided pre-selection module (B2L-select), an artificial intelligence (AI)-driven experimental lead generator (B2L-explore), and an upscaling module for durability assessment (B2L-assess). The resulting tool will be used to identify and subsequently demonstrate novel corrosion-resistant alloys at scale for three key applications of critical importance to an offshore, wind-driven hydrogen plant (reusable electrical contacts, offshore infrastructure, and oxygen evolution reaction catalysts). KW - Material Acceleration Platforms (MAPs) KW - Self-driving-labs (SDLs) KW - Automation KW - Artificial Intelligence (AI) KW - Elektrolyse KW - Structural Materials KW - Corrosion PY - 2022 UR - https://nbn-resolving.org/urn:nbn:de:kobv:b43-568452 DO - https://doi.org/10.1016/j.xcrp.2022.101200 SN - 2666-3864 VL - 4 IS - 1 SP - 1 EP - 11 PB - Cell Press ; Elsevier CY - Maryland Heights, MO AN - OPUS4-56845 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -