Hannah Lu

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient data-driven regression for reduced-order modeling of spatial pattern formation.
J. Comput. Phys.
Alessandro Alla, Rudy Geelen, Hannah Lu
2025 J jnl
Data-Driven Modeling and Correction of Vehicle Dynamics.
CoRR
Nguyen Ly, Caroline Tatsuoka, Jai Nagaraj, Jacob Levy, Fernando Palafox, David Fridovich-Keil, Hannah Lu
2025 J jnl
Efficient data-driven regression for reduced-order modeling of spatial pattern formation.
CoRR
Alessandro Alla, Rudy Geelen, Hannah Lu
2025 J jnl
Lithological Controls on the Permeability of Geologic Faults: Surrogate Modeling and Sensitivity Analysis.
CoRR
Hannah Lu, Lluis Salo-Salgado, Ruben Juanes
2024 J jnl
Data-driven models of nonautonomous systems.
J. Comput. Phys.
Hannah Lu, Daniel M. Tartakovsky
2023 J jnl
DRIPS: A framework for dimension reduction and interpolation in parameter space.
J. Comput. Phys.
Hannah Lu, Daniel M. Tartakovsky
2023 J jnl
Learning Nonautonomous Systems via Dynamic Mode Decomposition.
CoRR
Hannah Lu, Daniel M. Tartakovsky
2023 J jnl
Parsimonious models of in-host viral dynamics and immune response.
Appl. Math. Lett.
Hannah Lu, Francesco Giannino, Daniel M. Tartakovsky
2022 J jnl
Machine Learning in Heterogeneous Porous Materials.
CoRR
Marta D'Elia, Hang Deng, Cedric G. Fraces, Krishna C. 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
2022 J jnl
Model Reduction via Dynamic Mode Decomposition.
CoRR
Hannah Lu, Daniel M. Tartakovsky
2021 J jnl
Extended dynamic mode decomposition for inhomogeneous problems.
J. Comput. Phys.
Hannah Lu, Daniel M. Tartakovsky
2020 J jnl
Dynamic Mode Decomposition for Construction of Reduced-Order Models of Hyperbolic Problems with Shocks.
CoRR
Hannah Lu, Daniel M. Tartakovsky
2020 J jnl
Extended Dynamic Mode Decomposition for Inhomogeneous Problems.
CoRR
Hannah Lu, Daniel M. Tartakovsky
2020 J jnl
Lagrangian dynamic mode decomposition for construction of reduced-order models of advection-dominated phenomena.
J. Comput. Phys.
Hannah Lu, Daniel M. Tartakovsky
2020 J jnl
Prediction Accuracy of Dynamic Mode Decomposition.
SIAM J. Sci. Comput.
Hannah Lu, Daniel M. Tartakovsky
2019 J jnl
Lagrangian Dynamic Mode Decomposition for Construction of Reduced-Order Models of Advection-Dominated Phenomena.
CoRR
Hannah Lu, Daniel M. Tartakovsky