115 citations · 261 across the 11 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cond-mat.mes-hall2020★ 16 cited
To switch or not to switch -- a machine learning approach for ferroelectricity
Sabine M. Neumayer, Stephen Jesse, Gabriel Velarde +5
With the advent of increasingly elaborate experimental techniques in physics, chemistry and materials sciences, measured data are becoming bigger and more complex. The observables…
physics.app-ph2020★ 8 cited
Super-resolution and signal separation in contact Kelvin probe force microscopy of electrochemically active ferroelectric materials
Maxim Ziatdinov, Dohyung Kim, Sabine Neumayer +7
Imaging mechanisms in contact Kelvin Probe Force Microscopy (cKPFM) are explored via information theory-based methods. Gaussian Processes are used to achieve super-resolution in th…