TY - RPRT TI - Efficient data-driven surrogate modeling of high-speed aerodynamic field data using dimensionality reduction and neural networks AU - Blonigan, Patrick Joseph [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0009000358081077) AU - Murray, Jonathan Coke [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0009000056083595) AU - Diaz, Alejandro Nicolas [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000276053382) AU - Needels, Jacob Troy [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000218250097) PY - 2025 DO - 10.2172/3683807 UR - https://www.osti.gov/biblio/3683807 ID - 3683807 ER -