Hannah Lu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Image Decomposition

Prediction Accuracy

Manifold Embedding

Parameter Space

Top Venues

J. Comput. Phys.

Appl. Math. Lett.

SIAM J. Sci. Comput.

Publications

Hannah Lu, Daniel M. Tartakovsky
Data-driven models of nonautonomous systems. J. Comput. Phys. 507 (2024)
Hannah Lu, Daniel M. Tartakovsky
DRIPS: A framework for dimension reduction and interpolation in parameter space. J. Comput. Phys. 493 (2023)
Hannah Lu, Francesco Giannino, Daniel M. Tartakovsky
Parsimonious models of in-host viral dynamics and immune response. Appl. Math. Lett. 145 (2023)
Hannah Lu, Daniel M. Tartakovsky
Learning Nonautonomous Systems via Dynamic Mode Decomposition. CoRR (2023)
Marta D'Elia, Hang Deng, Cedric G. Fraces, Krishna Garikipati, Lori Graham-Brady, Amanda A. Howard, George Em Karniadakis, Vahid Keshavarzzadeh, Robert M. Kirby, J. Nathan Kutz, Chunhui Li, Xing Liu, Hannah Lu, Pania Newell, Daniel O'Malley, Masa Prodanovic, Gowri Srinivasan, Alexandre M. Tartakovsky, Daniel M. Tartakovsky, Hamdi A. Tchelepi, Bozo Vazic, Hari S. Viswanathan, Hongkyu Yoon, Piotr Zarzycki
Machine Learning in Heterogeneous Porous Materials. CoRR (2022)
Hannah Lu, Daniel M. Tartakovsky
Model Reduction via Dynamic Mode Decomposition. CoRR (2022)
Hannah Lu, Daniel M. Tartakovsky
Extended dynamic mode decomposition for inhomogeneous problems. J. Comput. Phys. 444 (2021)
Hannah Lu, Daniel M. Tartakovsky
Prediction Accuracy of Dynamic Mode Decomposition. SIAM J. Sci. Comput. 42 (3) (2020)
Hannah Lu, Daniel M. Tartakovsky
Dynamic Mode Decomposition for Construction of Reduced-Order Models of Hyperbolic Problems with Shocks. CoRR (2020)
Hannah Lu, Daniel M. Tartakovsky
Extended Dynamic Mode Decomposition for Inhomogeneous Problems. CoRR (2020)
Hannah Lu, Daniel M. Tartakovsky
Lagrangian dynamic mode decomposition for construction of reduced-order models of advection-dominated phenomena. J. Comput. Phys. 407 (2020)
Hannah Lu, Daniel M. Tartakovsky
Lagrangian Dynamic Mode Decomposition for Construction of Reduced-Order Models of Advection-Dominated Phenomena. CoRR (2019)