14 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Non-equilibrium active noise enhances generative memory in diffusion models
Agnish Kumar Behera, Alexandra Lamtyugina, Aditya Nandy +3
Generative diffusion models have emerged as powerful tools for sampling high-dimensional distributions, yet they typically rely on white gaussian noise and noise schedules to destr…
cond-mat.soft2021★ 14 cited
Thermodynamic Control of Activity Patterns in Cytoskeletal Networks
Alexandra Lamtyugina, Yuqing Qiu, Étienne Fodor +2
We aim to identify the control principles governing the adaptable formation of non-equilibrium structures in actomyosin networks. We build a phenomenological model and predict that…