28 results on '"Vasudevan, Rama"'
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2. Post-Experiment Forensics and Human-in-the-Loop Interventions in Explainable Autonomous Scanning Transmission Electron Microscopy
3. Automated Experiment and Big Data Methods in Praxis of 4D STEM
4. Detecting and Correcting Piezoelectric-tube Actuator Drift Induced Distortion in Atomic-Resolution Scanning Tunneling Microscope Images from Crystal Surfaces
5. Direct Observation of Strain-induced Ferrochiral Transition in Quasi-1D BaTiS3
6. A Roadmap for Edge Computing Enabled Automated Multidimensional Transmission Electron Microscopy
7. Exploring Local Crystal Symmetry with Rotationally Invariant Variational Autoencoders
8. Python and FPGA-based Workflow for Automated and Interoperable Scanning Probe Microscopy
9. From Event Detection to Physical Hypothesis Learning via Automated and Autonomous Microscopy
10. Machine Learning-Driven Automated Scanning Probe Microscopy for Ferroelectrics
11. Building Atomic and Plasmonic Devices via Electron Beams: from Desired Structures to Desired Properties
12. Role of Defects and Structure Evolution across Ferroelectric Phase Transitions Studied by Quantitative Aberration-Corrected STEM
13. Automated Electron Beam Manipulation for Controlled Materials Transformations
14. Bayesian Inference for Materials Physics from STEM Data: The Probability Distribution of Physical Parameters from Ferroelectric Domain Wall Observations
15. Towards Automating Structural Discovery in Scanning Transmission Electron Microscopy
16. Automated Experiment in SPM: Bayesian Optimization for efficient searching of parameter space to maximize functional response
17. Probing atomic-scale symmetry breaking by rotationally invariant machine learning of 4D-STEM Data.
18. Beyond NMF: Advanced Signal Processing and Machine Learning Methodologies for Hyperspectral Analysis in EELS
19. Causal Analysis of Parameterized Atomic HAADF-STEM Across a Doped Ferroelectric Phase Boundary
20. Quantitative Aberration-Corrected STEM for Studies of Oxide Superlattices and Topological Defects in Layered Ferroelectrics
21. Bayesian Microscopy: Model Selection for Extracting Weak Nonlinearities from Scanning Probe Microscopy Data
22. Causal Learning from Structural and Spectral Electron Microscopy Data
23. Spectral Map Reconstruction Using Pan-Sharpening Algorithm: Enhancing Chemical Imaging with AFM-IR
24. Statistical Physics-based Framework and Bayesian Inference for Model Selection and Uncertainty Quantification
25. USID and Pycroscopy – Open Source Frameworks for Storing and Analyzing Imaging and Spectroscopy Data
26. Distinguishability of Structures via Principal Component Analysis: Application to 4D STEM
27. Deep Learning as a Tool for Image Denoising and Drift Correction
28. Deep Convolutional Neural Networks for Symmetry Detection
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