TY - RPRT TI - NuGraph2 with context-aware inputs: physics-inspired improvements in semantic segmentation AU - Grizzi, Vitor F. [Univ. of Illinois at Urbana-Champaign, IL (United States); Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000334909688) AU - Voetberg, Margaret [Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)] (ORCID:0009000527154709) AU - Hewes, V. [Univ. of Cincinnati, OH (United States)] (ORCID:0000000186373067) AU - Cerati, Giuseppe [Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)] (ORCID:0000000335480262) AU - Meidani, Hadi [Univ. of Illinois at Urbana-Champaign, IL (United States)] (ORCID:0000000346512696) PY - 2026 DO - 10.1007/jhep03(2026)149 UR - https://www.osti.gov/biblio/3001707 ID - 3001707 ER -