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Vasudevan, Rama
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1

Selected Area Manipulation of MoS2 via Focused Electron Bea..:

Lasseter, John ; Gellerup, Spencer ; Ghosh, Sujoy...
ACS Applied Materials & Interfaces.  16 (2024)  7 - p. 9144-9154 , 2024
Link: https://doi.org/10.1021/..
 
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2

Human-in-the-Loop: The Future of Machine Learning in Automa..:

Kalinin, Sergei V ; Liu, Yongtao ; Biswas, Arpan...
Microscopy Today.  32 (2024)  1 - p. 35-41 , 2024
Link: https://doi.org/10.1093/..
 
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3

Autonomous scanning probe microscopy with hypothesis learni..:

Liu, Yongtao ; Morozovska, Anna N. ; Eliseev, Eugene A....
Patterns.  4 (2023)  3 - p. 100704 , 2023
Link: https://doi.org/10.1016/..
 
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4

High-speed mapping of surface charge dynamics using sparse ..:

Checa, Marti ; Fuhr, Addis S. ; Sun, Changhyo...
Nature Communications.  14 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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5

Optimizing training trajectories in variational autoencoder..:

Biswas, Arpan ; Vasudevan, Rama ; Ziatdinov, Maxim.
Machine Learning: Science and Technology.  4 (2023)  1 - p. 015011 , 2023
Link: https://doi.org/10.1088/..
 
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6

Adaptive sampling for accelerating neutron diffraction-base..:

Venkatakrishnan, S V ; Fancher, Chris M ; Ziatdinov, Maxim...
Machine Learning: Science and Technology.  4 (2023)  2 - p. 025001 , 2023
Link: https://doi.org/10.1088/..
 
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7

Real-time insight into the multistage mechanism of nanopart..:

Calì, Eleonora ; Thomas, Melonie P. ; Vasudevan, Rama...
Nature Communications.  14 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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8

Probe microscopy is all you need*:

Kalinin, Sergei V ; Vasudevan, Rama ; Liu, Yongtao...
Machine Learning: Science and Technology.  4 (2023)  2 - p. 023001 , 2023
Link: https://doi.org/10.1088/..
 
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9

Detecting and Correcting Piezoelectric-tube Actuator Drift ..:

Bortel, Tyler ; Baddorf, Arthur P ; Vasudevan, Rama.
Microscopy and Microanalysis.  29 (2023)  Supplement_1 - p. 148-149 , 2023
Link: https://doi.org/10.1093/..
 
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10

Bias in Reinforcement Learning: A Review in Healthcare Appl..:

Smith, Benjamin ; Khojandi, Anahita ; Vasudevan, Rama
ACM Computing Surveys.  56 (2023)  2 - p. 1-17 , 2023
Link: https://doi.org/10.1145/..
 
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11

From atomically resolved imaging to generative and causal m..:

Kalinin, Sergei V. ; Ghosh, Ayana ; Vasudevan, Rama.
Nature Physics.  18 (2022)  10 - p. 1152-1160 , 2022
Link: https://doi.org/10.1038/..
 
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12

Bayesian Active Learning for Scanning Probe Microscopy: Fro..:

Ziatdinov, Maxim ; Liu, Yongtao ; Kelley, Kyle..
ACS Nano.  16 (2022)  9 - p. 13492-13512 , 2022
Link: https://doi.org/10.1021/..
 
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13

Building Atomic and Plasmonic Devices via Electron Beams: f..:

Roccapriore, Kevin M ; Ghosh, Ayana ; Vasudevan, Rama...
Microscopy and Microanalysis.  28 (2022)  S1 - p. 1726-1727 , 2022
Link: https://doi.org/10.1017/..
 
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14

Latent Mechanisms of Polarization Switching from In Situ El..:

Ignatans, Reinis ; Ziatdinov, Maxim ; Vasudevan, Rama...
Advanced Functional Materials.  32 (2022)  23 - p. , 2022
Link: https://doi.org/10.1002/..
 
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15

From Event Detection to Physical Hypothesis Learning via Au..:

Kalinin, Sergei V ; Liu, Yongtao ; Vasudevan, Rama..
Microscopy and Microanalysis.  28 (2022)  S1 - p. 2062-2063 , 2022
Link: https://doi.org/10.1017/..
 
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