Hiroshi Funakubo

According to our database1, Hiroshi Funakubo authored at least 8 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
Domain Switching on the Pareto Front: Multi-Objective Deep Kernel Learning in Automated Piezoresponse Force Microscopy.
CoRR, June, 2025

Exploring Domain Wall Pinning in Ferroelectrics via Automated High Throughput AFM.
CoRR, May, 2025

Curiosity Driven Exploration to Optimize Structure-Property Learning in Microscopy.
CoRR, April, 2025

2024
SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions.
CoRR, 2024

Invariant Discovery of Features Across Multiple Length Scales: Applications in Microscopy and Autonomous Materials Characterization.
CoRR, 2024

Bayesian Co-navigation: Dynamic Designing of the Materials Digital Twins via Active Learning.
CoRR, 2024

Unraveling the Impact of Initial Choices and In-Loop Interventions on Learning Dynamics in Autonomous Scanning Probe Microscopy.
CoRR, 2024

2022
Experimental discovery of structure-property relationships in ferroelectric materials via active learning.
Nat. Mach. Intell., 2022


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