@misc{indiciae3faac9258956, title = {Understanding latent timescales in neural ordinary differential equation models of advection-dominated dynamical systems}, author = {Nair, Ashish S. [Argonne National Laboratory (ANL), Argonne, IL (United States); University of Notre Dame, IN (United States)] and Barwey, Shivam [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000217171805) and Pal, Pinaki [Argonne National Laboratory (ANL), Argonne, IL (United States)] and MacArt, Jonathan F. [University of Notre Dame, IN (United States)] and Arcomano, Troy [Argonne National Laboratory (ANL), Argonne, IL (United States)] and Maulik, Romit [Argonne National Laboratory (ANL), Argonne, IL (United States); Pennsylvania State Univ., University Park, PA (United States)]}, year = {2025}, doi = {10.1016/j.physd.2025.134650}, url = {https://www.osti.gov/biblio/3004189}, note = {Source identifier: 3004189} }