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

ACS nano, 2022-09, Vol.16 (9), p.13492-13512

2022

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Big–deep–smart data in imaging for guiding materials design

Nature materials, 2015-09, Vol.14 (10), p.973-980

2015

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Functional Ion Defects in Transition Metal Oxides

Science (American Association for the Advancement of Science), 2013-08, Vol.341 (6148), p.858-859

2013

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Band excitation in scanning probe microscopy: sines of change

Journal of physics. D, Applied physics, 2011-11, Vol.44 (46), p.464006-1-16

2011

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Deconvolving distribution of relaxation times, resistances and inductance from electrochemical impedance spectroscopy via statistical model selection: Exploiting structural-sparsity regularization and data-driven parameter tuning

Electrochimica acta, 2019-08, Vol.313 (C), p.570-583

2019

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CuInP2S6 Room Temperature Layered Ferroelectric

Nano letters, 2015-06, Vol.15 (6), p.3808-3814

2015

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

ACS nano, 2017-12, Vol.11 (12), p.12742-12752

2017

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Feel the dielectric force

Science (American Association for the Advancement of Science), 2018-06, Vol.360 (6395), p.1302-1302

Kalinin, Sergei V

2018

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Insights into the Zinc-Dependent Deacetylase LpxC: Biochemical Properties and Inhibitor Design

Current topics in medicinal chemistry, 2016-09, Vol.16 (21), p.2379

2016

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Chemical nature of ferroelastic twin domains in CH3NH3PbI3 perovskite

Nature materials, 2018-11, Vol.17 (11), p.1013-1019

2018

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Piezoresponse force microscopy and recent advances in nanoscale studies of ferroelectrics

Journal of materials science, 2006, Vol.41 (1), p.107-116

2006

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Building Structures Atom by Atom via Electron Beam Manipulation

Small (Weinheim an der Bergstrasse, Germany), 2018-09, Vol.14 (38), p.e1801771-n/a

2018

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Conduction at domain walls in oxide multiferroics

Nature materials, 2009-03, Vol.8 (3), p.229-234

2009

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Deterministic control of ferroelastic switching in multiferroic materials

Nature nanotechnology, 2009-12, Vol.4 (12), p.868-875

2009

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Validation of the mapping accuracy of a novel non-invasive epicardial and endocardial electrophysiology system

Europace (London, England), 2015-08, Vol.17 (8), p.1282-1288

2015

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Combination of growth conditions and InlB-specific dot-immunoassay for rapid detection of Listeria monocytogenes in raw milk

Journal of dairy science, 2023-03, Vol.106 (3), p.1638-1649

2023

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Beyond Condensed Matter Physics on the Nanoscale: The Role of Ionic and Electrochemical Phenomena in the Physical Functionalities of Oxide Materials

ACS nano, 2012-12, Vol.6 (12), p.10423-10437

2012

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Hypothesis Learning in Automated Experiment: Application to Combinatorial Materials Libraries

Advanced materials (Weinheim), 2022-05, Vol.34 (20), p.e2201345-n/a

2022

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An Improvement of Mechanical Properties of Two Kinds of Silicone Resins Containing Ladder Segments by Chemical Modification with Trimethylborate

Materials, 2023-04, Vol.16 (8), p.3072

2023

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Predictability of Localized Plasmonic Responses in Nanoparticle Assemblies

Small (Weinheim an der Bergstrasse, Germany), 2021-05, Vol.17 (21), p.e2100181-n/a

2021

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Automated and Autonomous Experiments in Electron and Scanning Probe Microscopy

ACS nano, 2021-08, Vol.15 (8), p.12604-12627

2021

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Switchable Induced Polarization in LaAlO3/SrTiO3 Heterostructures

Nano letters, 2012-04, Vol.12 (4), p.1765-1771

2012

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Atomic Mechanisms for the Si Atom Dynamics in Graphene: Chemical Transformations at the Edge and in the Bulk

Advanced functional materials, 2019-12, Vol.29 (52), p.n/a

2019

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Highly mobile ferroelastic domain walls in compositionally graded ferroelectric thin films

Nature materials, 2016-05, Vol.15 (5), p.549-556

2016

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Electron-beam introduction of heteroatomic Pt–Si structures in graphene

Carbon (New York), 2020-05, Vol.161 (C), p.750-757

2020

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

Big–deep–smart data in imaging for guiding materials design

Functional Ion Defects in Transition Metal Oxides

Band excitation in scanning probe microscopy: sines of change

Deconvolving distribution of relaxation times, resistances and inductance from electrochemical impedance spectroscopy via statistical model selection: Exploiting structural-sparsity regularization and data-driven parameter tuning

CuInP2S6 Room Temperature Layered Ferroelectric

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

Feel the dielectric force

Insights into the Zinc-Dependent Deacetylase LpxC: Biochemical Properties and Inhibitor Design

Chemical nature of ferroelastic twin domains in CH3NH3PbI3 perovskite

Piezoresponse force microscopy and recent advances in nanoscale studies of ferroelectrics

Building Structures Atom by Atom via Electron Beam Manipulation

Conduction at domain walls in oxide multiferroics

Deterministic control of ferroelastic switching in multiferroic materials

Validation of the mapping accuracy of a novel non-invasive epicardial and endocardial electrophysiology system

Combination of growth conditions and InlB-specific dot-immunoassay for rapid detection of Listeria monocytogenes in raw milk

Beyond Condensed Matter Physics on the Nanoscale: The Role of Ionic and Electrochemical Phenomena in the Physical Functionalities of Oxide Materials

Hypothesis Learning in Automated Experiment: Application to Combinatorial Materials Libraries

An Improvement of Mechanical Properties of Two Kinds of Silicone Resins Containing Ladder Segments by Chemical Modification with Trimethylborate

Predictability of Localized Plasmonic Responses in Nanoparticle Assemblies

Automated and Autonomous Experiments in Electron and Scanning Probe Microscopy

Switchable Induced Polarization in LaAlO3/SrTiO3 Heterostructures

Atomic Mechanisms for the Si Atom Dynamics in Graphene: Chemical Transformations at the Edge and in the Bulk

Highly mobile ferroelastic domain walls in compositionally graded ferroelectric thin films

Electron-beam introduction of heteroatomic Pt–Si structures in graphene

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