Hoang A Tran
I am currently a Research Scientist at Data Analysis and Machine Learning Group within Computer Science and Mathematics Division, Oak Ridge National Laboratory. My research interests include compressed sensing, machine learning, high-dimensional approximations, numerical solution of partial differential equations, and computational fluid dynamics. I received my Ph.D. in Applied Mathematics from University of Pittsburgh in 2013, under the supervision of Catalin Trenchea and William Layton.
Model calibration of the liquid mercury spallation target using evolutionary neural networks and sparse polynomial expansions...
Journal: Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms
A dictionary learning algorithm for compression and reconstruction of streaming data in preset order...
Journal: Discrete and Continuous Dynamical Systems - Series S
Journal: Applied and Computational Harmonic Analysis
Journal: Proceedings of Machine Learning Research