Mitchell Daneker

According to our database, Mitchell Daneker authored at least 3 papers between 2022 and 2024.

Collaborative distances:

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

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