TY - RPRT TI - Designing a quantum-accurate machine-learning potential to enable large-scale simulations of deuterium under shock AU - D'Souza, J. X. [Univ. of Rochester, NY (United States). Lab. for Laser Energetics] (ORCID:0009000319795843) AU - Hu, S. X. [Univ. of Rochester, NY (United States). Lab. for Laser Energetics] (ORCID:0000000324653818) AU - Mihaylov, D. I. [Univ. of Rochester, NY (United States). Lab. for Laser Energetics] (ORCID:0000000288745503) AU - Karasiev, V. V. [Univ. of Rochester, NY (United States). Lab. for Laser Energetics] (ORCID:0000000334456797) AU - Goncharov, V. N. [Univ. of Rochester, NY (United States). Lab. for Laser Energetics] (ORCID:0000000327301666) AU - Zhang, S. [Univ. of Rochester, NY (United States). Lab. for Laser Energetics] (ORCID:0000000195034964) PY - 2025 DO - 10.1063/5.0254638 UR - https://www.osti.gov/biblio/2556834 ID - 2556834 ER -