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Kamyar Barakati — most-cited papers & profile · AI for Science
← authors
·
overview
Kamyar Barakati
7
papers ·
9
citations ·
4
h-index
Institute of Advanced Manufacturing Technology · University of Tennessee at Knoxville
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Most-cited papers
Physics-based reward driven image analysis in microscopy
2024 · 7 citations
PATHFINDER: Multi-objective discovery in structural and spectral spaces
2026 · 1 citations
Unsupervised Reward-Driven Image Segmentation in Automated Scanning Transmission Electron Microscopy Experiments
2024 · 1 citations
Novelty-Driven Target-Space Discovery in Automated Electron and Scanning Probe Microscopy
2026
Reward driven discovery of the optimal microstructure representations with invariant variational autoencoders
2025
Domain Switching on the Pareto Front: Multi-Objective Deep Kernel Learning in Automated Piezoresponse Force Microscopy
2025
Rewards-based image analysis in microscopy
2025
Top co-authors
Boris N. Slautin
· 4
and Sergei V. Kalinin
· 3
Sergei V. Kalinin
· 3
Utkarsh Pratiush
· 3
Hiroshi Funakubo
· 2
Yu Liu
· 2
Amit Goyal
· 1
Austin C. Houston
· 1
Brandi M. Cossairt
· 1
Catherine C. Bodinger
· 1
Ching-Che Lin
· 1
Christopher D. Lowe
· 1
Topics
Materials
Physics ML
Chemistry
Drug Discovery
Medical AI