Outputs (202)

Effect of constitutive law on the erythrocyte membrane response to large strains (2023)
Journal Article
Pepona, M., Gounley, J., & Randles, A. (2023). Effect of constitutive law on the erythrocyte membrane response to large strains. Computers and Mathematics with Applications, 132, 145-160. https://doi.org/10.1016/j.camwa.2022.12.009

Three constitutive laws, that is the Skalak, neo-Hookean and Yeoh laws, commonly employed for describing the erythrocyte membrane mechanics are theoretically analyzed and numerically investigated to assess their accuracy for capturing erythrocyte def... Read More about Effect of constitutive law on the erythrocyte membrane response to large strains.

Regularized joint mixture models (2023)
Journal Article
Perrakis, K., Lartigue, T., Dondelinger, F., & Mukherjee, S. (2023). Regularized joint mixture models. Journal of Machine Learning Research, 24, 1-47

Regularized regression models are well studied and, under appropriate conditions, offer fast and statistically interpretable results. However, large data in many applications are heterogeneous in the sense of harboring distributional differences betw... Read More about Regularized joint mixture models.