Physics‐driven discovery in an autonomous experiment has emerged as a dream
application of machine learning in physical sciences. Here, this work develops and …

Stochastic phase transformations within individual crystalline particles were recorded by
integration of second harmonic generation (SHG) imaging with differential scanning …

A supervised learning approach for dynamic sampling (SLADS) yielded a seven-fold
reduction in the number of pixels sampled in hyperspectral Raman microscopy of …

New experimental strategies and algorithmic approaches were devised and tested to
improve the analysis of pharmaceutically relevant materials. These new methods were …