Zobrazeno 1 - 10
of 162
pro vyhledávání: '"Tepole, Adrian Buganza"'
Soft materials play an integral part in many aspects of modern life including autonomy, sustainability, and human health, and their accurate modeling is critical to understand their unique properties and functions. Today's finite element analysis pac
Externí odkaz:
http://arxiv.org/abs/2404.13144
Autor:
Tac, Vahidullah, Rausch, Manuel K, Bilionis, Ilias, Costabal, Francisco Sahli, Tepole, Adrian Buganza
Many natural materials exhibit highly complex, nonlinear, anisotropic, and heterogeneous mechanical properties. Recently, it has been demonstrated that data-driven strain energy functions possess the flexibility to capture the behavior of these compl
Externí odkaz:
http://arxiv.org/abs/2310.03745
Autor:
Tac, Vahidullah, Linka, Kevin, Sahli-Costabal, Francisco, Kuhl, Ellen, Tepole, Adrian Buganza
Data-driven methods have changed the way we understand and model materials. However, while providing unmatched flexibility, these methods have limitations such as reduced capacity to extrapolate, overfitting, and violation of physics constraints. Rec
Externí odkaz:
http://arxiv.org/abs/2301.10714
Autor:
Beck, Zachariah P., Alpert, Brandon, Bowman, Alexander J., Watson, William R., Tepole, Adrian Buganza
Video games have emerged as a medium for learning by creating engaging environments, encouraging creative and deep thinking, and exposing learners to complex problems. Unfortunately, even though there are increasing examples of video games for many b
Externí odkaz:
http://arxiv.org/abs/2212.08124
Publikováno v:
In Extreme Mechanics Letters September 2024 71
Publikováno v:
In Journal of Biomechanics November 2024 176
Data-driven methods are becoming an essential part of computational mechanics due to their unique advantages over traditional material modeling. Deep neural networks are able to learn complex material response without the constraints of closed-form a
Externí odkaz:
http://arxiv.org/abs/2110.03774
Biopolymer gels, such as those made out of fibrin or collagen, are widely used in tissue engineering applications and biomedical research. Moreover, fibrin naturally assembles into gels in vivo during wound healing and thrombus formation. Macroscale
Externí odkaz:
http://arxiv.org/abs/2101.11712
Autor:
Nunez-Alvarez, Laura, Ledwon, Joanna K., Applebaum, Sarah, Progri, Bianka, Han, Tianhong, Laudo, Joel, Tac, Vahidullah, Gosain, Arun K., Tepole, Adrian Buganza
Publikováno v:
In Acta Biomaterialia September 2024
Excessive loads near wounds produce pathological scarring and other complications. Presently, stress cannot easily be measured by surgeons in the operating room. Instead, surgeons rely on intuition and experience. Predictive computational tools are i
Externí odkaz:
http://arxiv.org/abs/2010.02800