482 citations · 2k across the 27 of their papers we have counts for
27 papers
Implementation of a framework for deploying AI inference engines in FPGAs
Ryan Herbst, Ryan Coffee, Nathan Fronk +4
The LCLS2 Free Electron Laser FEL will generate xray pulses to beamline experiments at up to 1Mhz These experimentals will require new ultrahigh rate UHR detectors that can operate…
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…