5 citations · 6 across the 5 of their papers we have counts for
5 papers
A general efficiency relation for molecular machines
Milo M Lin
Living systems efficiently use chemical fuel to do work, process information, and assemble patterns despite thermal noise. Whether high efficiency arises from general principles or…
Thermodynamic force thresholds biomolecular behavior
Milo M. Lin
In living systems, collective molecular behavior is driven by thermodynamic forces in the form of chemical gradients. Leveraging recent advances in the field of nonequilibrium phys…
Deep Distilling: automated code generation using explainable deep learning
Paul J. Blazek, Kesavan Venkatesh, Milo M. Lin
Human reasoning can distill principles from observed patterns and generalize them to explain and solve novel problems. The most powerful artificial intelligence systems lack explai…
A neural network model of perception and reasoning
Paul J. Blazek, Milo M. Lin
How perception and reasoning arise from neuronal network activity is poorly understood. This is reflected in the fundamental limitations of connectionist artificial intelligence, t…
Generalized Boltzmann Distribution for Systems out of Equilibrium
Milo M. Lin
The Boltzmann distribution predicts the collective behavior of systems at thermodynamic equilibrium as a function of their constituent parts. Yet most systems in nature are not at…