78 citations · 96 across the 4 of their papers we have counts for
4 papers
Machine learning refinement of in situ images acquired by low electron dose LC-TEM
Hiroyasu Katsuno, Yuki Kimura, Tomoya Yamazaki +1
We study a machine learning (ML) technique for refining images acquired during in situ observation using liquid-cell transmission electron microscopy (LC-TEM). Our model is constru…
Conversion of stable crystals to metastable crystals in a solution by periodic change of temperature
Hiroyasu Katsuno, Makio Uwaha
Using a Becker-Döring type model including cluster incorporation, we study the possibility of conversion of stable crystals to metastable crystals in a solution by a periodic chang…
Fast improvement of TEM image with low-dose electrons by deep learning
Hiroyasu Katsuno, Yuki Kimura, Tomoya Yamazaki +1
Low-electron-dose observation is indispensable for observing various samples using a transmission electron microscope; consequently, image processing has been used to improve trans…
Nanometric Turing Patterns: Morphogenesis of a Bismuth Monolayer
Yuki Fuseya, Hiroyasu Katsuno, Kamran Behnia +1
Turing's reaction-diffusion theory of morphogenesis has been very successful in understanding macroscopic patterns within complex objects ranging from biological systems to sand du…