Search Results for author:
Found 3 papers, 2 papers with code
Machine learning in and out of equilibrium
In an example system where the posterior is exactly known, this SGWORLD algorithm outperforms SGLD, converging to the posterior orders of magnitude faster as a function of the learning rate.
Low force unfolding of a single-domain protein by parallel pathways
Our results, when combined with previous theoretical and experimental studies, show that parallel unfolding of structurally unrelated single domain proteins can be determined from the dependence of $\log k_u(f)$ as a function of force (or $\log k_u[C]$ where $[C]$ is the denaturant concentration).
Soft Condensed Matter Statistical Mechanics
Controlling the speed and trajectory of evolution with counterdiabatic driving
The pace and unpredictability of evolution are critically relevant in a variety of modern challenges: combating drug resistance in pathogens and cancer, understanding how species respond to environmental perturbations like climate change, and developing artificial selection approaches for agriculture.
Statistical Mechanics Populations and Evolution
