482 citations · 2k across the 27 of their papers we have counts for
5 papers · 1 filter
Automatic Identification of Edge Localized Modes in the DIII-D Tokamak
Finn H. O'Shea, Semin Joung, David R. Smith +1
Fusion power production in tokamaks uses discharge configurations that risk producing strong Type I Edge Localized Modes. The largest of these modes will likely increase impurities…
Automating Dislocation Characterization in 3D Dark Field X-ray Microscopy
Pin-Hua Huang, Ryan Coffee, Leora Dresselhaus-Marais
Mechanical properties in crystals are strongly correlated to the arrangement of 1D line defects, termed dislocations. Recently, Dark field X-ray Microscopy (DFXM) has emerged as a…
An Online Dynamic Amplitude-Correcting Gradient Estimation Technique to Align X-ray Focusing Optics
Sean Breckling, Leora E. Dresselhaus-Marais, Eric Machorro +15
High-brightness X-ray pulses, as generated at synchrotrons and X-ray free electron lasers (XFEL), are used in a variety of scientific experiments. Many experimental testbeds requir…
At-the-edge Data Processing for Low Latency High Throughput Machine Learning Algorithms
Jack Hirschman, Andrei Kamalov, Razib Obaid +2
High throughput and low latency data processing is essential for systems requiring live decision making, control, and machine learning-optimized data reduction. We focus on two dis…
Applying Bayesian Inference and deterministic anisotropy to retrieve the molecular structure distribution from gas-phase diffraction experiments
Kareem Hegazy, Varun Makhija, Phil Bucksbaum +12
Currently, our general approach to retrieving molecular structures from ultrafast gas-phase diffraction heavily relies on complex ab initio electronic or vibrational excited state…