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Mitchell Daneker | Researchclopedia

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Mitchell Daneker

Yale University

9

Works

140

Citations

4

h-index

4

i10-index

Research Topics

Cardiac Valve Diseases and Treatments Gene Regulatory Network Analysis Cardiovascular Function and Risk Factors

Affiliations

Yale University2024–2025

University of Pennsylvania2023–2024

Philadelphia University2023–2023

Top Works

Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material properties in solid mechanics

Wenzhao Wu,Mitchell Daneker,et al.

202351 citations

Model Reduction and Neural Networks

Advanced machining processes and optimization

Systems Biology: Identifiability Analysis and Parameter Identification via Systems-Biology-Informed Neural Networks

Mitchell Daneker,Zhen Zhang,et al.

202347 citations

Identifying Heterogeneous Micromechanical Properties of Biological Tissues via Physics‐Informed Neural Networks

Wensi Wu,Mitchell Daneker,et al.

202423 citations

Transfer learning on physics-informed neural networks for tracking the hemodynamics in the evolving false lumen of dissected aorta

Mitchell Daneker,Shengze Cai,et al.

202415 citations

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

Mitchell Daneker,Zhen Zhang,et al.

20224 citations

Physics-informed and black-box Identification of robotic actuator with a flexible joint

Antonio Weiller Corrêa do Lago,Daniel Henrique Braz de Sousa,et al.

20241 citations

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

Wensi Wu,Mitchell Daneker,et al.

20240 citations

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

Wensi Wu,Mitchell Daneker,et al.

20250 citations

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

Wensi Wu,Mitchell Daneker,et al.

20220 citations