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and Sergei V. Kalinin — most-cited papers & profile · AI for Science
← authors
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overview
and Sergei V. Kalinin
9
papers ·
99
citations
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Semantic Scholar ↗
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Most-cited papers
Bayesian Active Learning for Scanning Probe Microscopy: from Gaussian Processes to Hypothesis Learning
2022 · 76 citations
Bayesian Co-navigation: Dynamic Designing of the Materials Digital Twins via Active Learning
2024 · 14 citations
Causal Discovery from Data Assisted by Large Language Models
2025 · 6 citations
PATHFINDER: Multi-objective discovery in structural and spectral spaces
2026 · 1 citations
Integration of Scanning Probe Microscope with High-Performance Computing: fixed-policy and reward-driven workflows implementation
2024 · 1 citations
Unsupervised Reward-Driven Image Segmentation in Automated Scanning Transmission Electron Microscopy Experiments
2024 · 1 citations
Domain Switching on the Pareto Front: Multi-Objective Deep Kernel Learning in Automated Piezoresponse Force Microscopy
2025
Probing atomic-scale symmetry breaking by rotationally invariant machine learning of multidimensional electron scattering
2020
Top co-authors
Kamyar Barakati
· 3
Utkarsh Pratiush
· 3
Maxim Ziatdinov
· 2
Rama Vasudevan
· 2
Alexander Molak
· 1
Andrew R. Lupini
· 1
Austin C. Houston
· 1
Boris N. Slautin
· 1
Boris N. Slautin
· 1
Ching-Che Lin
· 1
Chris Nelson
· 1
Gerd Duscher
· 1
Topics
Materials
Physics ML
Chemistry
Drug Discovery