Mitchell Daneker

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 3

Top Topics

Biological Systems

Metabolic Engineering

Systems Biology

Top Venues

Publications

Wensi Wu, Mitchell Daneker, Kevin T. Turner, Matthew A. Jolley, Lu Lu
Identifying heterogeneous micromechanical properties of biological tissues via physics-informed neural networks. CoRR (2024)
Mitchell Daneker, Zhen Zhang, George Em Karniadakis, Lu Lu
Systems Biology: Identifiability analysis and parameter identification via systems-biology informed neural networks. CoRR (2022)
Wensi Wu, Mitchell Daneker, Matthew A. Jolley, Kevin T. Turner, Lu Lu
Effective Data Sampling Strategies and Boundary Condition Constraints of Physics-Informed Neural Networks for Identifying Material Properties in Solid Mechanics. CoRR (2022)