TY - RPRT TI - Artificial intelligence for advanced functional materials: exploring current and future directions AU - Malica, Cristiano [Univ. of Bremen (Germany)] (ORCID:0000000311594468) AU - Novoselov, Kostya S. [National Univ. of Singapore (Singapore)] (ORCID:0000000349725371) AU - Barnard, Amanda S. [Australian National Univ., Canberra, ACT (Australia)] (ORCID:0000000247842382) AU - Kalinin, Sergei V. [Univ. of Tennessee, Knoxville, TN (United States); Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000153546152) AU - Spurgeon, Steven R. [National Renewable Energy Laboratory (NREL), Golden, CO (United States); Univ. of Colorado, Boulder, CO (United States)] (ORCID:000000031218839X) AU - Reuter, Karsten [Fritz Haber Institute of the Max Planck Society, Berlin (Germany)] (ORCID:0000000184738659) AU - Alducin, Maite [Centro de Fisica de Materials (CSIC-UPV/EHU), San Sebastian (Spain); Donostia International Physics Center (DIPC), San Sebastian (Spain)] (ORCID:0000000212647034) AU - Deringer, Volker L. [Univ. of Oxford (United Kingdom)] (ORCID:0000000168730278) AU - Csányi, Gábor [Univ. of Cambridge (United Kingdom)] (ORCID:0000000281802034) AU - Marzari, Nicola [Univ. of Bremen (Germany); Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)] (ORCID:0000000297640199) AU - Huang, Shirong [Technische Universität Dresden (Germany)] (ORCID:000000024349793X) AU - Cuniberti, Gianaurelio [Technische Universität Dresden (Germany)] (ORCID:0000000265747848) AU - Deng, Qiushi [Royal Melbourne Institute of Technology (RMIT) University, Melbourne, VIC (Australia)] (ORCID:0000000181181998) AU - Ordejón, Pablo [Univ. Autonoma de Barcelona (Spain). Catalan Institute of Nanoscience and Nanotechnology ICN2 (CSIC-BIST)] (ORCID:0000000223532793) AU - Cole, Ivan [Australian National Univ., Canberra, ACT (Australia)] (ORCID:0000000165821457) AU - Choudhary, Kamal [National Institute of Standards and Technology (NIST), Gaithersburg, MD (United States)] (ORCID:0000000197378074) AU - Hippalgaonkar, Kedar [Nanyang Technological Univ. (Singapore); Agency for Science, Technology and Research (A*STAR) (Singapore)] (ORCID:0000000212709047) AU - Zhu, Ruiming [Nanyang Technological Univ. (Singapore); Agency for Science, Technology and Research (A*STAR) (Singapore)] AU - von Lilienfeld, O. Anatole [Univ. of Toronto, ON (Canada); Vector Institute, Toronto, ON (Canada); Technical Univ. of Berlin (Germany). Berlin Institute for the Foundations of Learning and Data (BIFOLD)] (ORCID:0000000174190466) AU - Hibat-Allah, Mohamed [Vector Institute, Toronto, ON (Canada); Univ. of Waterloo, ON (Canada)] (ORCID:0000000252988589) AU - Carrasquilla, Juan [Eidgenoessische Technische Hochschule (ETH), Zurich (Switzerland)] (ORCID:0000000172633462) AU - Cisotto, Giulia [Univ. of Trieste (Italy)] (ORCID:0000000295549367) AU - Zancanaro, Alberto [Univ. di Padova (Italy)] (ORCID:0000000252767030) AU - Wenzel, Wolfgang [Karlsruhe Inst. of Technology (KIT) (Germany)] (ORCID:0000000194874689) AU - Ferrari, Andrea C. [Univ. of Cambridge (United Kingdom)] (ORCID:0000000309079993) AU - Ustyuzhanin, Andrey [National Univ. of Singapore (Singapore); Constructor University, Bremen (Germany)] (ORCID:0000000178652357) AU - Roche, Stephan [Univ. Autonoma de Barcelona (Spain). Catalan Institute of Nanoscience and Nanotechnology ICN2 (CSIC-BIST), Inst. Catalana de Recerca i Estudis Avancats (ICREA)] (ORCID:0000000303234665) PY - 2025 DO - 10.1088/2515-7639/adc29d UR - https://www.osti.gov/biblio/2567464 ID - 2567464 ER -