Vaikuntanathan, Suriyanarayanan
- Limits on the computational expressivity of non-equilibrium biophysical processes
2024/09/09 by Floyd, Carlos, Dinner, Aaron R., Murugan, Arvind +1 · 4 citations
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Biological sciences #FOS: Physical sciences #Molecular Networks (q-bio.MN) #Statistical Mechanics (cond-mat.stat-mech)
- Renormalized mechanics and stochastic thermodynamics of growing vesicles
2025/03/31 by Jordan L. Shivers, Michael Nguyen, Shivers, Jordan L. +7 · 2 voices · 1 citation
Physics and Astronomy · #cond-mat.soft #physics.bio-ph
- Elucidating the Role of Filament Turnover in Cortical Flow using Simulations and Representation Learning
2023/10/16 by Qiu, Yuqing, White, Elizabeth D., Munro, Edwin M. +2 · 1 citation
#FOS: Physical sciences #Soft Condensed Matter (cond-mat.soft)
- Active oscillatory associative memory
2023/07/24 by Du, Matthew, Behera, Agnish Kumar, Vaikuntanathan, Suriyanarayanan · 1 citation
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech)
- Learning dynamical behaviors in physical systems
2024/06/12 by Rituparno Mandal, Mandal, Rituparno, Rosalind Huang +11 · 2 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Model Reduction and Neural Networks #Neural Networks and Applications #Soft Condensed Matter (cond-mat.soft) #Statistical Mechanics (cond-mat.stat-mech) #Time Series Analysis and Forecasting
- Tailoring interactions between active nematic defects with reinforcement learning
2024/11/14 by Carlos Floyd, Aaron R. Dinner, Floyd, Carlos +3 · 1 voice · 1 citation
Engineering · Physics and Astronomy · #Advanced Materials and Mechanics #Micro and Nano Robotics #cond-mat.soft
- Non-equilibrium active noise enhances generative memory in diffusion models
2024/11/11 by Agnish Kumar Behera, Lamtyugina, Alexandra, Alexandra Lamtyugina +9 · 1 voice · 1 citation
Computer Science · Physics and Astronomy · #Blind Source Separation Techniques #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech and Audio Processing #cond-mat.dis-nn #cs.LG