C. Melton

K-means-driven Gaussian Process data collection for angle-resolved photoemission spectroscopy

C. Melton, M. Noack, T. Ohta, 2020, Mach. Learn. Sci. Technol..

Stability and instability for low refractive-index-contrast particle trapping in a dual-beam optical trap.

C. Melton, J. Sharping, L. Hirst, 2015, Biomedical optics express.

Phase Transition-Driven Nanoparticle Assembly in Liquid Crystal Droplets

Sheida T. Riahinasab, C. Melton, B. Stokes, 2018, Nanomaterials.

FIRST ATTEMPTS AT APPLYING MACHINE LEARNING TO ALS STORAGE RING STABILIZATION

C. Melton, A. Hexemer, M. Venturini, 2019 .

Demonstration of Machine Learning-Based Model-Independent Stabilization of Source Properties in Synchrotron Light Sources.

C. Melton, A. Hexemer, M. Marcus, 2019, Physical review letters.

Nanoparticle-based hollow microstructures formed by two-stage nematic nucleation and phase separation

Sheida T. Riahinasab, C. Melton, R. Selinger, 2019, Nature Communications.

Nanoparticle-based hollow microstructures formed by two-stage nematic nucleation and phase separation

Sheida T. Riahinasab, C. Melton, R. Selinger, 2019, Nature Communications.

Convolutional neural networks for grazing incidence x-ray scattering patterns: thin film structure identification

Singanallur Venkatakrishnan, Alexander Hexemer, Guillaume Freychet, 2019, MRS Communications.