Seminar
There are 9 time slots until the end the term. So, please prepare a 30 minute lecture on a paper of interest. This contents of the paper should be aligned with the general topics areas of this course. We encourage you to also choose a topic in the general area of your PhD research. When in doubt please reach out.
List of papers
Here is a list of papers that may be of interest when presenting your seminar. Please check the papers cited in these papers
A comprehensive review of digital twin—part 1: modeling and twinning enabling technologies by Thelen et. al.
A comprehensive review of digital twin—part 2: roles of uncertainty quantification and optimization, a battery digital twin, and perspectives by Thelen et. al.
Digital Twins for Materials by Kalidindi et. al.
A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale by Kapteyn et. al.
National Academies of Sciences, Engineering, and Medicine. 2023. Foundational Research Gaps and Future Directions for Digital Twins. Washington, DC: The National Academies Press.
Torzoni, M., Tezzele, M., Mariani, S., Manzoni, A. and Willcox K. A digital twin framework for civil engineering structures. To appear, Computer Methods in Applied Mechanics and Engineering, 2023.
Kapteyn, M. and Willcox, K., Design of digital twin sensing strategies via predictive modeling and interpretable machine learning. Journal of Mechanical Design, June 2022. https://doi.org/10.1115/1.4054907
Niederer, S., Sacks, M., Girolami, M. and Willcox, K., Scaling digital twins from the artisanal to the industrial. Nature Computational Science, Vol. 1, No. 5, May 2021, pp. 313-320.