TY - RPRT TI - Physics-based Neural Super-resolution: Training high resolution models using low resolution data AU - Robertson, Andreas Euan [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0009000032590744) AU - Dingreville, Remi Philippe Michel [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:000000031613695X) AU - Alleman, Coleman [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000262272314) AU - Oommen, Vivek [Brown University] AU - Diaz, Daniel [Carnegie Mellon University] AU - Zhang, Zhen [Brown University] AU - Rollett, Anthony [Carnegie Mellon University] AU - Karniadakis, George Em [Brown University] PY - 2025 DO - 10.2172/3363980 UR - https://www.osti.gov/biblio/3363980 ID - 3363980 ER -