معرفی
Angela Violi is the Arthur F. Thunau Professor of Biomedical Engineering at the University of Michigan, with affiliations in Mechanical Engineering, Electrical Engineering and Computer Science, and Chemical Engineering. Her research focuses on computational methods to study nanoparticle interactions with biological systems, leveraging molecular simulations and machine learning. The Violi Lab develops interdisciplinary approaches to address challenges in nanoscience, including nanoparticle-membrane interactions, drug delivery, and environmental applications.
Key research areas include bio-nanotechnology, biomembranes, and biomedical computation. Recent work emphasizes geometric deep learning for nonthermal plasma modeling and ensemble methods for feature selection. The lab's innovations aim to reduce computational costs while enhancing predictive accuracy in complex systems.
Publications highlight advancements in nanoparticle growth prediction, machine learning-driven reaction network analysis, and domain-agnostic interaction modeling. Collaborative efforts span engineering, biology, and computer science, reflecting a commitment to translational research with societal impact. Angela Violi actively contributes to diversity initiatives in academia, as seen in her participation in DEI lectures and mentorship programs.
Labs/Teams: The Violi Lab is a leader in nanobiotechnology, combining experimental and computational methods. Current projects focus on predictive models for nanoparticle behavior, sustainable materials design, and biomedical applications of AI.
