Bayesian Co-navigation: Dynamic Designing of the Materials Digital Twins via Active Learning

19 April 2024

Papers citing "Bayesian Co-navigation: Dynamic Designing of the Materials Digital Twins via Active Learning"

4 / 4 papers shown

Title
Curiosity Driven Exploration to Optimize Structure-Property Learning in Microscopy Aditya Vatsavai Ganesh Narasimha Yongtao Liu Jan-Chi Yang Hiroshu Funakubo M. Ziatdinov Rama K Vasudevan 19 0 0 28 Apr 2025
SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions Arpan Biswas Rama Vasudevan Rohit Pant Ichiro Takeuchi Hiroshi Funakubo Yongtao Liu 29 0 0 18 Sep 2024
Unraveling the Impact of Initial Choices and In-Loop Interventions on Learning Dynamics in Autonomous Scanning Probe Microscopy B. Slautin Yongtao Liu Hiroshi Funakubo Sergei V. Kalinin 25 5 0 30 Jan 2024
Bayesian Active Learning for Scanning Probe Microscopy: from Gaussian Processes to Hypothesis Learning M. Ziatdinov Yongtao Liu K. Kelley Rama K Vasudevan Sergei V. Kalinin AI4CE 47 49 0 30 May 2022