A Gradient-Based Machine-Learning Inspired Inverse Modeling Approach for Characterization of Nonlinear Tissue Properties
The inverse solver is capable of recovering nonlinear material properties and fiber directions even for complex 3D problems with large deformations such as heart valves.
Authors
- Iman Borazjani (ORCID: https://orcid.org/0000-0001-7940-3168)
- Hossein Geshani
Institutions
- Walker (United States) (US)
- Texas A&M University (US)
Publication Details
- Journal
- Annals of Biomedical Engineering
- Published
- 2026-03-04
- DOI
- https://doi.org/10.1007/s10439-026-04015-x
- Primary Topic
- Elasticity and Material Modeling
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation
- High Performance Research Computing, Texas A and M University