Ryan N. King

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Fisher Information

Parameter Space

Top Venues

J. Comput. Phys.

Publications

Malik Hassanaly, Peter J. Weddle, Ryan N. King, Subhayan De, Alireza Doostan, Corey R. Randall, Eric J. Dufek, Andrew M. Colclasure, Kandler Smith
PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model. CoRR (2023)
Malik Hassanaly, Peter J. Weddle, Ryan N. King, Subhayan De, Alireza Doostan, Corey R. Randall, Eric J. Dufek, Andrew M. Colclasure, Kandler Smith
PINN surrogate of Li-ion battery models for parameter inference. Part II: Regularization and application of the pseudo-2D model. CoRR (2023)
Subhayan De, Malik Hassanaly, Matthew J. Reynolds, Ryan N. King, Alireza Doostan
Bi-fidelity Modeling of Uncertain and Partially Unknown Systems using DeepONets. CoRR (2022)
Malik Hassanaly, Andrew Glaws, Karen Stengel, Ryan N. King
Adversarial sampling of unknown and high-dimensional conditional distributions. J. Comput. Phys. 450 (2022)
Malik Hassanaly, Andrew Glaws, Ryan N. King
GANISP: a GAN-assisted Importance SPlitting Probability Estimator. CoRR (2021)
Malik Hassanaly, Andrew Glaws, Karen Stengel, Ryan N. King
Adversarial sampling of unknown and high-dimensional conditional distributions. CoRR (2021)
Christiane Adcock, Ryan N. King
Data-Driven Wind Farm Optimization Incorporating Effects of Turbulence Intensity. ACC (2018)