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List of works by Rama K. Vasudevan

Band excitation in scanning probe microscopy: recognition and functional imaging.

scientific article published on January 2014

Bayesian Active Learning for Scanning Probe Microscopy: From Gaussian Processes to Hypothesis Learning

scientific article published in 2022

Bias assisted scanning probe microscopy direct write lithography enables local oxygen enrichment of lanthanum cuprates thin films

scientific article published on 24 July 2015

Big-data reflection high energy electron diffraction analysis for understanding epitaxial film growth processes

scientific article

Building and exploring libraries of atomic defects in graphene: Scanning transmission electron and scanning tunneling microscopy study

scientific article published on 27 September 2019

Carrier density modulation in a germanium heterostructure by ferroelectric switching

scientific article published on 14 January 2015

Causal analysis of competing atomistic mechanisms in ferroelectric materials from high-resolution scanning transmission electron microscopy data

scientific article published in 2020

Consistent Integration of Experimental and Ab Initio Data into Effective Physical Models

scientific article published on 11 September 2017

Controlling magnetoelectric coupling by nanoscale phase transformation in strain engineered bismuth ferrite

scientific article published on 19 April 2012

Decoupling Mesoscale Functional Response in PLZT across the Ferroelectric–Relaxor Phase Transition with Contact Kelvin Probe Force Microscopy and Machine Learning

scientific article published on 03 December 2018

Deep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations.

scientific article

Deep kernel methods learn better: from cards to process optimization

scientific article published in 2024

Deterministic arbitrary switching of polarization in a ferroelectric thin film.

scientific article published on 18 September 2014

Dimensionality Controlled Octahedral Symmetry-Mismatch and Functionalities in Epitaxial LaCoO₃/SrTiO₃ Heterostructures

scientific article published on 25 June 2015

Dynamic Manipulation in Piezoresponse Force Microscopy: Creating Nonequilibrium Phases with Large Electromechanical Response

scientific article published on 06 August 2020

Electrical Control of Multiferroic Orderings in Mixed-Phase BiFeO3 Films

scientific article published on 09 May 2012

Electrocatalysis-induced elasticity modulation in a superionic proton conductor probed by band-excitation atomic force microscopy.

scientific article published on 16 November 2015

Enhancing hyperspectral EELS analysis of complex plasmonic nanostructures with pan-sharpening

scientific article published on 01 January 2021

Exotic Long-Range Surface Reconstruction on La<sub>0.7</sub>Sr<sub>0.3</sub>MnO<sub>3</sub> Thin Films

scientific article published in 2021

Exploration of lattice Hamiltonians for functional and structural discovery via Gaussian process-based exploration–exploitation

scientific article published in 2020

Exploring physics of ferroelectric domain walls via Bayesian analysis of atomically resolved STEM data

scientific article published on 11 December 2020

Exploring topological defects in epitaxial BiFeO3 thin films

scientific article published on 7 January 2011

Field enhancement of electronic conductance at ferroelectric domain walls.

scientific article published on 6 November 2017

Giant elastic tunability in strained BiFeO3 near an electrically induced phase transition

scientific article

Higher order harmonic detection for exploring nonlinear interactions with nanoscale resolution

scientific article published on January 2013

Highly mobile ferroelastic domain walls in compositionally graded ferroelectric thin films.

scientific article published on 15 February 2016

Knowledge Extraction from Atomically Resolved Images

scientific article published on 27 September 2017

Learning from Imperfections: Predicting Structure and Thermodynamics from Atomic Imaging of Fluctuations

scientific article published on 10 January 2019

Machine Detection of Enhanced Electromechanical Energy Conversion in PbZr Ti O Thin Films

scientific article published on 28 May 2018

Machine learning-enabled identification of material phase transitions based on experimental data: Exploring collective dynamics in ferroelectric relaxors.

scientific article published on 30 March 2018

Materials Science in the AI age: high-throughput library generation, machine learning and a pathway from correlations to the underpinning physics

scientific article published on 01 January 2019

Nanoscale Probing of Elastic-Electronic Response to Vacancy Motion in NiO Nanocrystals

scientific article published on 25 July 2017

Nanoscale control of phase variants in strain-engineered BiFeO₃.

scientific article published on 5 July 2011

Non-conventional mechanism of ferroelectric fatigue via cation migration

scientific article published on 11 July 2019

Phases and Interfaces from Real Space Atomically Resolved Data: Physics-Based Deep Data Image Analysis.

scientific article

Revealing ferroelectric switching character using deep recurrent neural networks

scientific article published on 22 October 2019

Single-domain multiferroic BiFeO3 films

scientific article published on September 2016

Solid-state electrochemistry on the nanometer and atomic scales: the scanning probe microscopy approach.

scientific article published on 5 May 2016

Surface Control of Epitaxial Manganite Films via Oxygen Pressure.

scientific article published on 16 March 2015

The Ehrlich-Schwoebel barrier on an oxide surface: a combined Monte-Carlo and in situ scanning tunneling microscopy approach

scientific article published on 22 October 2015

Three-State Ferroelastic Switching and Large Electromechanical Responses in PbTiO3 Thin Films

scientific article published on 31 July 2017

Ultrafast current imaging by Bayesian inversion.

scientific article

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