3 papers
cs.LG2026
Second Order Drifting Models
Drake Brown, Yuhao Huang, Shih-Hsin Wang +1
Drifting models are a recent class of one-step generative models that evolve the model distribution during training using a predefined sample-based drift field. Although they avoid…
math.OC2025
Optimal Control Strategies for Multi-Agent Sheep Herding
Drake Brown, Trevor Garrity, Daniel Perkins +2
We develop a cost functional and state-space equations to model the problem of herding m sheep to the origin using n dogs. Our initial approach uses solve_bvp to approximate optima…
q-bio.PE2025
Explorations of Epidemiological Dynamics across Multiple Population Hubs
Daniel Perkins, Davis Hunter, Drake Brown +2
Understanding the dynamics of the spread of diseases within populations is critical for effective public health interventions. We extend the classical SIR model by incorporating ad…