TY - RPRT TI - Accurate and uncertainty-aware multi-task prediction of HEA properties using prior-guided deep Gaussian processes AU - Alvi, Sk Md Ahnaf Akif [Texas A & M Univ., College Station, TX (United States); Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] AU - Mulukutla, Mrinalini [Texas A & M Univ., College Station, TX (United States)] AU - Flores, Nicolás [Texas A & M Univ., College Station, TX (United States)] AU - Khatamsaz, Danial [Texas A & M Univ., College Station, TX (United States)] AU - Janssen, Jan [Max-Planck-Institute for Sustainable Materials, Düsseldorf (Germany)] (ORCID:0000000199487119) AU - Perez, Danny [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000330285249) AU - Allaire, Douglas [Texas A & M Univ., College Station, TX (United States)] AU - Attari, Vahid [Texas A & M Univ., College Station, TX (United States)] AU - Arróyave, Raymundo [Texas A & M Univ., College Station, TX (United States)] PY - 2025 DO - 10.1038/s41524-025-01811-2 UR - https://www.osti.gov/biblio/3020227 ID - 3020227 ER -