2 citations · 4 across the 5 of their papers we have counts for
5 papers
Taking a PEEK into YOLOv5 for Satellite Component Recognition via Entropy-based Visual Explanations
Mackenzie J. Meni, Trupti Mahendrakar, Olivia D. M. Raney +3
The escalating risk of collisions and the accumulation of space debris in Low Earth Orbit (LEO) has reached critical concern due to the ever increasing number of spacecraft. Addres…
Entropy-based Guidance of Deep Neural Networks for Accelerated Convergence and Improved Performance
Mackenzie J. Meni, Ryan T. White, Michael Mayo +1
Neural networks have dramatically increased our capacity to learn from large, high-dimensional datasets across innumerable disciplines. However, their decisions are not easily inte…
A Diagrammatic Kinetic Theory of Density Fluctuations in Simple Liquids in the Overdamped Limit. II. The One-Loop Approximation
Kevin R. Pilkiewicz, Hans C. Andersen
A diagrammatic kinetic theory of density fluctuations in simple dense liquids at long times, described in the preceding paper, is applied to a high density Lennard-Jones liquid to…
The Panic Model: Flocking with Minimal Cooperativity
Kevin R. Pilkiewicz, Joel D. Eaves
We present a 2D lattice model of self-propelled spins that can only change direction upon collision with another spin. We show that even with ballistic motion and minimal cooperati…
A Diagrammatic Kinetic Theory of Density Fluctuations in Simple Liquids in the Overdamped Limit. I. A Long Time Scale Theory for High Density
Kevin R. Pilkiewicz, Hans C. Andersen
Starting with a formally exact diagrammatic kinetic theory for the equilibrium correlation functions of particle density and current fluctuations for a monatomic liquid, we develop…