TY - RPRT TI - Scaling deep learning for material imaging with a pseudo 3D model for domain transfer AU - Tang, Kunning [Univ. of New South Wales, Sydney, NSW (Australia)] (ORCID:0000000235843097) AU - Armstrong, Ryan T. [Univ. of New South Wales, Sydney, NSW (Australia)] (ORCID:0000000164317902) AU - Mostaghimi, Peyman [Univ. of New South Wales, Sydney, NSW (Australia)] AU - Niu, Yufu [Univ. of New South Wales, Sydney, NSW (Australia)] AU - Meyer, Quentin [Univ. of New South Wales, Sydney, NSW (Australia)] (ORCID:0000000164189680) AU - Zhao, Chuan [Univ. of New South Wales, Sydney, NSW (Australia)] (ORCID:0000000170075946) AU - Finegan, Donal P. [National Renewable Energy Laboratory (NREL), Golden, CO (United States)] (ORCID:000000034633560X) AU - Popeil, Melissa [National Renewable Energy Laboratory (NREL), Golden, CO (United States); Colorado School of Mines, Golden, CO (United States)] AU - Singh, Kamaljit [Heriot-Watt Univ., Edinburgh (United Kingdom)] (ORCID:0000000175607964) AU - Menke, Hannah [Heriot-Watt Univ., Edinburgh (United Kingdom)] AU - Dimou, Alexandros Patsoukis [Heriot-Watt Univ., Edinburgh (United Kingdom)] AU - Bultreys, Tom [Ghent Univ. (Belgium)] (ORCID:0000000182178053) AU - Mascini, Arjen [Univ. of New South Wales, Sydney, NSW (Australia)] AU - Knackstedt, Mark [Australian National Univ., Canberra, ACT (Australia)] AU - Da Wang, Ying [Univ. of New South Wales, Sydney, NSW (Australia)] (ORCID:0000000303704751) PY - 2025 DO - 10.1038/s41467-025-66449-6 UR - https://www.osti.gov/biblio/3015080 ID - 3015080 ER -