no code implementations • 2 Jun 2022 • Bradley T. Wolfe, Michael J. Falato, Xinhua Zhang, Nga T. T. Nguyen-Fotiadis, J. P. Sauppe, P. M. Kozlowski, P. A. Keiter, R. E. Reinovsky, S. A. Batha, Zhehui Wang
We utilize half a dozen different convolutional neural networks to produce different 3D representations of ICF implosions from the experimental data.
no code implementations • 11 Jan 2021 • Bradley T. Wolfe, Zhizhong Han, Jonathan S. Ben-Benjamin, John L. Kline, David S. Montgomery, Elizabeth C. Merritt, Paul A. Keiter, Eric Loomis, Brian M. Patterson, Lindsey Kuettner, Zhehui Wang
We also show that the CNN allows for 3D reconstruction of shells that possess low mode asymmetries.
3D Reconstruction Data Analysis, Statistics and Probability Plasma Physics