Sergei V. Kalinin
Scholar

Sergei V. Kalinin

Google Scholar ID: -cuxoSQAAAAJ
Weston Fulton Chair Professor, UT Knoxville. Chief Scientist, AI/ML for Physical Sciences, PNNL
AI4Materialsautomated experimentelectron microscopySPMatomic fabrication
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Citations & Impact
All-time
Citations
28,755
 
H-index
82
 
i10-index
569
 
Publications
20
 
Co-authors
302
list available
Contact
No contact links provided.
Publications
17 items
PATHFINDER: Multi-objective discovery in structural and spectral spaces
2026
Cited
0
Novelty-Driven Target-Space Discovery in Automated Electron and Scanning Probe Microscopy
2026
Cited
0
Towards Self-Optimizing Electron Microscope: Robust Tuning of Aberration Coefficients via Physics-Aware Multi-Objective Bayesian Optimization
2026
Cited
0
Autonomous Probe Microscopy with Robust Bag-of-Features Multi-Objective Bayesian Optimization: Pareto-Front Mapping of Nanoscale Structure-Property Trade-Offs
2026
Cited
0
Reward driven discovery of the optimal microstructure representations with invariant variational autoencoders
2025
Cited
0
SAM$^{*}$: Task-Adaptive SAM with Physics-Guided Rewards
2025
Cited
0
Mic-hackathon 2024: Hackathon on Machine Learning for Electron and Scanning Probe Microscopy
2025
Cited
0
Domain Switching on the Pareto Front: Multi-Objective Deep Kernel Learning in Automated Piezoresponse Force Microscopy
2025
Cited
0
Resume (English only)
Co-authors
302 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Rama Vasudevan
Rama Vasudevan
R&D Staff, Center for Nanophase Materials Sciences at Oak Ridge National
Maxim Ziatdinov
Maxim Ziatdinov
Pacific Northwest National Laboratory
Arthur P. Baddorf
Arthur P. Baddorf
Senior Research Scientist, Oak Ridge National Laboratory
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Co-author 8
Co-author 8