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Yongtao Liu — most-cited papers & profile · AI for Science
← authors
·
overview
Yongtao Liu
7
papers ·
118
citations ·
0
h-index
Ministry of Agriculture · Ministry of Agriculture and Rural Affairs
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Most-cited papers
Bayesian Active Learning for Scanning Probe Microscopy: from Gaussian Processes to Hypothesis Learning
2022 · 76 citations
Beyond Optimization: Exploring Novelty Discovery in Autonomous Experiments
2025 · 4 citations
Physics and Chemistry from Parsimonious Representations: Image Analysis via Invariant Variational Autoencoders
2023 · 2 citations
Microscopy is All You Need
2022
Human-in-the-loop: The future of Machine Learning in Automated Electron Microscopy
2023
SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions
2024
Top co-authors
Rama Vasudevan
· 4
Arpan Biswas
· 3
Maxim Ziatdinov
· 3
Sergei V. Kalinin
· 2
and Maxim Ziatdinov
· 1
and Sergei V. Kalinin
· 1
Ayana Ghosh
· 1
Funakubo Hiroshi
· 1
Gerd Duscher
· 1
Hiroshi Funakubo
· 1
Ichiro Takeuchi
· 1
Jawad Chowdhury
· 1
Topics
Materials
Physics ML
Chemistry
Drug Discovery