Andrew Pomerance

The effect of network topology on the stability of discrete state models of genetic control

Andrew Pomerance, Edward Ott, Michelle Girvan et al. · Proceedings of the National Academy of Sciences · 2009 · 102 citations · Full text

Developing a Stochastic Dynamic Programming Framework for Optical Tweezer-Based Automated Particle Transport Operations

Ashis G. Banerjee, Andrew Pomerance, Wolfgang Losert et al. · IEEE Transactions on Automation Science and Engineering · 2009 · 96 citations

Engineering, Field Robotics, Intelligent Robotics +20

Using machine learning to predict statistical properties of non-stationary dynamical processes: System climate,regime transitions, and the effect of stochasticity

Dhruvit Patel, Daniel Canaday, Michelle Girvan et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2021 · 69 citations

Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing

Alexander Wikner, Joseph E. Harvey, Michelle Girvan et al. · Neural Networks · 2023 · 19 citations · Full text

Nonlinear System Identification, Engineering, Machine Learning +13

Stability of Boolean networks: The joint effects of topology and update rules

Shane Squires, Andrew Pomerance, Michelle Girvan et al. · Physical Review E · 2014 · 17 citations · Full text