Mitchell Daneker

According to our database, Mitchell Daneker authored at least 5 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Active operator learning with predictive uncertainty quantification for partial differential equations.

Nick Winovich, Mitchell Daneker, Lu Lu, Guang Lin

J. Comput. Phys., 2026

2024

ADEPT: A Noninvasive Method for Determining Elastic Parameters of Valve Tissue.

Wensi Wu, Mitchell Daneker, Christian Herz, Hannah Dewey, Jeffrey A. Weiss, Alison M. Pouch, Lu Lu, Matthew A. Jolley

CoRR, 2024

Identifying heterogeneous micromechanical properties of biological tissues via physics-informed neural networks.

Wensi Wu, Mitchell Daneker, Kevin T. Turner, Matthew A. Jolley, Lu Lu

CoRR, 2024

2022

Effective Data Sampling Strategies and Boundary Condition Constraints of Physics-Informed Neural Networks for Identifying Material Properties in Solid Mechanics.

Wensi Wu, Mitchell Daneker, Matthew A. Jolley, Kevin T. Turner, Lu Lu

CoRR, 2022

Systems Biology: Identifiability analysis and parameter identification via systems-biology informed neural networks.

Mitchell Daneker, Zhen Zhang, George Em Karniadakis, Lu Lu

CoRR, 2022