25 citations · 35 across the 4 of their papers we have counts for
4 papers · 1 filter
Femtosecond pulse parameter estimation from photoelectron momenta using machine learning
Tomasz Szołdra, Marcelo F. Ciappina, Nicholas Werby +4
Deep learning models have provided huge interpretation power for image-like data. Specifically, convolutional neural networks (CNNs) have demonstrated incredible acuity for tasks s…
Time Correlation Filtering Reveals Two-Path Electron Quantum Interference in Strong-Field Ionization
Nicholas Werby, Andrew S. Maxwell, Ruaridh Forbes +2
Attosecond dynamics in strong-field tunnel ionization are encoded in intricate holographic patterns in the photoelectron momentum distributions (PMDs). These patterns show the inte…
Dissecting Sub-Cycle Interference in Photoelectron Holography
Nicholas Werby, Andrew S. Maxwell, Ruaridh Forbes +2
Multipath holographic interference in strong-field quantum tunnel ionization is key to revealing sub-Angstrom attosecond dynamics for molecular movies. This critical sub-cycle moti…
Disentangling the Sub-Cycle Electron Momentum Spectrum in Strong-Field Ionization
Nicholas Werby, Adi Natan, Ruaridh Forbes +1
Quantum calculations of tunneling in strong-field ionization (SFI) predict intricate momentum distributions due to sub-laser-cycle attosecond electron dynamics. These are obscured…