3 papers
cs.LG2026
From Prompt to Protocol: Fast Charging Batteries with Large Language Models
Ge Lei, Ferran Brosa Planella, Sterling G. Baird +1
Efficiently optimizing battery charging protocols is challenging because each evaluation is slow, costly, and non-differentiable. Many existing approaches address this difficulty b…
cs.LG2025
Honegumi: An Interface for Accelerating the Adoption of Bayesian Optimization in the Experimental Sciences
Sterling G. Baird, Andrew R. Falkowski, Taylor D. Sparks
Bayesian optimization (BO) has emerged as a powerful tool for guiding experimental design and decision-making in various scientific fields, including materials science, chemistry,…
cond-mat.mtrl-sci2021
Five Degree-of-Freedom Property Interpolation of Arbitrary Grain Boundaries via Voronoi Fundamental Zone Octonion Framework
Sterling G. Baird, Eric R. Homer, David T. Fullwood +1
We introduce the Voronoi fundamental zone octonion interpolation framework for grain boundary (GB) structure-property models and surrogates. The VFZO framework offers an advantage…