| Demonstration of machine learning-based model-independent stabilization of source properties in synchrotron light sources SC Leemann, S Liu, A Hexemer, MA Marcus, CN Melton, H Nishimura, ... Physical review letters 123 (19), 194801, 2019 | 66 | 2019 |
| Convolutional neural networks for grazing incidence x-ray scattering patterns: thin film structure identification S Liu, CN Melton, S Venkatakrishnan, RJ Pandolfi, G Freychet, D Kumar, ... MRS Communications 9 (2), 586-592, 2019 | 33 | 2019 |
| Nanoparticle-based hollow microstructures formed by two-stage nematic nucleation and phase separation ST Riahinasab, A Keshavarz, CN Melton, A Elbaradei, GI Warren, ... Nature communications 10 (1), 894, 2019 | 31 | 2019 |
| Phase transition-driven nanoparticle assembly in liquid crystal droplets CN Melton, ST Riahinasab, A Keshavarz, BJ Stokes, LS Hirst Nanomaterials 8 (3), 146, 2018 | 19 | 2018 |
| Effect of surface plasma treatments on the adhesion of Mars JSC 1 simulant dust to RTV 655, RTV 615, and Sylgard 184 F Sabri, JG Marchetta, M Sinden-Redding, JJ Habenicht, TP Chung, ... Public Library of Science 7 (10), e45719, 2012 | 16 | 2012 |
| K-means-driven Gaussian process data collection for angle-resolved photoemission spectroscopy CN Melton, MM Noack, T Ohta, TE Beechem, J Robinson, X Zhang, ... Machine Learning: Science and Technology 1 (4), 045015, 2020 | 12 | 2020 |
| Stability and instability for low refractive-index-contrast particle trapping in a dual-beam optical trap A Huff, CN Melton, LS Hirst, JE Sharping Biomedical optics express 6 (10), 3812-3819, 2015 | 6 | 2015 |
| First attempts at applying machine learning to ALS storage ring stabilization SC Leemann, P Amstutz, MP Ehrlichman, T Hellert, A Hexemer, S Liu, ... 10th Int. Particle Accelerator Conf.(IPAC'19), Melbourne, Australia, May, 2019 | 3 | 2019 |
| Liquid crystal composites as a route to 3D nanoparticle assembly LS Hirst, ST Riahinasab, CN Melton | 2 | 2018 |
| Three-Dimensional Particle-in-Cell Analysis of Mechanical Design Tolerances of the Scorpius Injector With Warp SE Clark, WD Stem, CN Melton, N Pogue, J Ellsworth IEEE Transactions on Plasma Science 50 (7), 2068-2077, 2022 | 1 | 2022 |
| 1013209497-Cathode Side-emission Mitigation for Linear Induction Accelerators (AA) CN Melton, N Pogue, T Watson Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States), 2023 | | 2023 |
| Cathode Side-emission Mitigation for Linear Induction Accelerators CN Melton, YJ Chen, SE Clark, JL Ellsworth, TL Houck, NJ Pogue 2023 IEEE Pulsed Power Conference (PPC), 1-3, 2023 | | 2023 |
| Particle-in-Cell Simulations of High Current Density Electron Beams in the Scorpius Linear Induction Accelerator SE Clark, WD Stem, CN Melton, A Fetterman, YJ Chen, J Ellsworth | | 2022 |
| Particle-In-Cell Simulations of High Current Density Electron Beams in the Scorpius Linear Induction Accelerator S Eric Clark, WD Stem, CN Melton, A Fetterman, Y Chen, J Ellsworth Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2022 | | 2022 |
| Solid State Active Reset Induction Technology to Accelerate kA Electron Beam J Ellsworth, KM Velas, NJ Pogue, SE Clark, S Falabella, B Kreitzer, ... | | 2022 |
| Machine Learning for Beam Size Stabilization at the Advanced Light Source CN Melton, A Hexemer, SC Leemann, S Liu, M Marcus, H Nishimura, ... | | 2019 |
| Classifying Grazing Incidence X-ray Scattering Patterns via Convolutional Neural Networks C Melton, S Liu, A Hexemer, D Ushizima APS March Meeting Abstracts 2019, A18. 003, 2019 | | 2019 |
| Beam Size Prediction and Control using Neural Network S Liu, C Melton, H Nishimura, A Hexemer, S Leemann APS March Meeting Abstracts 2019, G70. 294, 2019 | | 2019 |
| Quantum Dot Nanoshells in Single Droplets of Liquid Cryastal I Abu-Hijleh, T Riahinasab, C Melton, L Hirst Bulletin of the American Physical Society 63, 2018 | | 2018 |
| Phase-Templated Self-Assembly of Nanoparticles in Confined Liquid Crystal CN Melton University of California, Merced, 2018 | | 2018 |
Linda S. HirstUniversity of California, MercedVerified email at ucmerced.edu
