265 citations
- University of WashingtonUS61 papers
- Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South AfricaZA22 papers
- University of California, BerkeleyUS11 papers
- University of California, Los AngelesUS10 papers
- Cancer Research CenterUS9 papers
- Cancer Research And BiostatisticsUS7 papers
- Howard Hughes Medical InstituteUS7 papers
- University of Wisconsin–MadisonUS7 papers
- Max Planck Institute for Dynamics and Self-OrganizationDE6 papers
- University of California, IrvineUS6 papers
- University of AlbertaCA5 papers
- University of PennsylvaniaUS5 papers
140 papers
Mean first passage time of chiral active Brownian particles
Sarafa A. Iyaniwura, Mingfeng Qiu, Zhiwei Peng
Chiral active Brownian particles (CABPs) are self-propelled agents with intrinsic rotational dynamics, giving rise to circular trajectories commonly observed in biological and synt…
Splitting probabilities of confined chiral active Brownian particles
Sarafa A. Iyaniwura, Zhiwei Peng
Active particles exhibit self-propulsion, leading to transport behavior that differs fundamentally from passive Brownian motion. In confined or structured domains, activity strongl…
Personalized Prediction of Perceived Message Effectiveness Using Large Language Model Based Digital Twins
Jasmin Han, Janardan Devkota, Joseph Waring +8
Perceived message effectiveness (PME) by potential intervention end-users is important for selecting and optimizing personalized smoking cessation intervention messages for mobile…
Inference of germinal center evolutionary dynamics via simulation-based deep learning
Duncan K Ralph, Athanasios G Bakis, Jared Galloway +6
B cells and the antibodies they produce are vital to health and survival, motivating research on the details of the mutational and evolutionary processes in the germinal centers (G…
Mean first passage time of active Brownian particles in two dimensions
Sarafa A. Iyaniwura, Zhiwei Peng
The mean first passage time (MFPT) is a key metric for understanding transport, search, and escape processes in stochastic systems. While well characterized for passive Brownian pa…
Behavior of prediction performance metrics with rare events
Emily Minus, R. Yates Coley, Susan M. Shortreed +1
Objective: Area under the receiving operator characteristic curve (AUC) is commonly reported alongside prediction models for binary outcomes. Recent articles have raised concerns t…