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Hiroshi Funakubo
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 3
Top Topics
Experimental Design
Learning Strategies
Structural Properties
Active Learning
Top Venues
CoRR
Nat. Mach. Intell.
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Publications
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Boris N. Slautin
,
Yongtao Liu
,
Hiroshi Funakubo
,
Sergei V. Kalinin
Unraveling the Impact of Initial Choices and In-Loop Interventions on Learning Dynamics in Autonomous Scanning Probe Microscopy.
CoRR
(2024)
Boris N. Slautin
,
Yongtao Liu
,
Hiroshi Funakubo
,
Rama K. Vasudevan
,
Maxim A. Ziatdinov
,
Sergei V. Kalinin
Bayesian Co-navigation: Dynamic Designing of the Materials Digital Twins via Active Learning.
CoRR
(2024)
Yongtao Liu
,
Kyle P. Kelley
,
Rama K. Vasudevan
,
Hiroshi Funakubo
,
Maxim A. Ziatdinov
,
Sergei V. Kalinin
Experimental discovery of structure-property relationships in ferroelectric materials via active learning.
Nat. Mach. Intell.
4 (4) (2022)