activity
20162022
most citedMachine learning applied to single-shot x-ray diagnostics in an XFEL

106 citations · 160 across the 5 of their papers we have counts for

collaborators

6 papers

physics.atom-ph2022★ 6 cited

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…

physics.plasm-ph2021★ 6 cited

MP3 White Paper 2021 -- Research Opportunities Enabled by Co-locating Multi-Petawatt Lasers with Dense Ultra-Relativistic Electron Beams

Sebastian Meuren, David A. Reis, Roger Blandford +11

Novel emergent phenomena are expected to occur under conditions exceeding the QED critical electric field, where the vacuum becomes unstable to electron-positron pair production. T…

physics.chem-ph2021★ 8 cited

Correlation Driven Transient Hole Dynamics Resolved in Space and Time in the Isopropanol Molecule

T. Barillot, O. Alexander, B. Cooper +46

The possibility of suddenly ionized molecules undergoing extremely fast electron hole dynamics prior to significant structural change was first recognized more than 20 years ago an…

physics.plasm-ph2020★ 34 cited

On Seminal HEDP Research Opportunities Enabled by Colocating Multi-Petawatt Laser with High-Density Electron Beams

Sebastian Meuren, Phil H. Bucksbaum, Nathaniel J. Fisch +7

The scientific community is currently witnessing an expensive and worldwide race to achieve the highest possible light intensity. Within the next decade this effort is expected to…

physics.ins-det2019

Scientific Opportunities with an X-ray Free-Electron Laser Oscillator

Bernhard Adams, Gabriel Aeppli, Thomas Allison +47

An X-ray free-electron laser oscillator (XFELO) is a new type of hard X-ray source that would produce fully coherent pulses with meV bandwidth and stable intensity. The XFELO compl…

physics.data-an2016★ 106 cited

Machine learning applied to single-shot x-ray diagnostics in an XFEL

A. Sanchez-Gonzalez, P. Micaelli, C. Olivier +39

X-ray free-electron lasers (XFELs) are the only sources currently able to produce bright few-fs pulses with tunable photon energies from 100 eV to more than 10 keV. Due to the stoc…