Ichiro Akai

Accurate submicrometer localization of trace species in SIMS imaging can now be achieved with rigorous uncertainty quantification, transforming how we analyze material surfaces.

Unlock the black box of lithium-ion battery dynamics with a new AI framework that visualizes previously inaccessible internal transport phenomena from operando spectro-microscopy data.