Predicting the mechanical properties of biopolymer gels using neural networks trained on discrete fiber network data
Author:
Funder
National Science Foundation
NSF CMMI
Publisher
Elsevier BV
Reference75 articles.
1. Image-based biomechanics of collagen-based tissue equivalents;Sander;IEEE Eng. Med. Biol. Mag.,2009
2. Microstructural and mechanical differences between digested collagen–fibrin co-gels and pure collagen and fibrin gels;Lai;Acta Biomater.,2012
3. Fibrin as a cell carrier in cardiovascular tissue engineering applications;Mol;Biomaterials,2005
4. The importance of fibrin in wound repair;SChlag,1986
5. Fibrin structure and wound healing;Laurens;J. Thrombosis Haemostasis,2006
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