Cover Image

Investigating phase transitions from local crystallographic analysis based on machine learning of atomic environments

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Vasudevan, Rama K., Ziatdinov, Maxim, Vlcek, Lukas, Morozovska, Anna N., Eliseev, Eugene A., Yang, Shi-Ze, Gong, Yongji, Ajayan, Pulickel, Zhou, Wu, Chisholm, Matthew F., Kalinin, Sergei V.
Format:	Preprint
Published:	2020
Subjects:	Materials Science Mesoscale and Nanoscale Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Autonomous scanning probe microscopy with hypothesis learning: Exploring the physics of domain switching in ferroelectric materials
by: Liu, Yongtao, et al.
Published: (2022)

Predictability as a probe of manifest and latent physics: The case of atomic scale structural, chemical, and polarization behaviors in multiferroic Sm-doped BiFeO3
by: Ziatdinov, Maxim, et al.
Published: (2020)

Post-Experiment Forensics and Human-in-the-Loop Interventions in Explainable Autonomous Scanning Probe Microscopy
by: Liu, Yongtao, et al.
Published: (2023)

Adsorption of ions from aqueous solutions by ferroelectric nanoparticles
by: Kalinin, Sergei V., et al.
Published: (2024)

Ferro-ionic States and Domains Morphology in Hf$_x$Zr$_{1-x}$O$_2$ Nanoparticles
by: Eliseev, Eugene A., et al.
Published: (2024)

Towards accelerating physical discovery via non-interactive and interactive multi-fidelity Bayesian Optimization: Current challenges and future opportunities
by: Biswas, Arpan, et al.
Published: (2024)

Evolution of ferroelectric properties in SmxBi1-xFeO3 via automated Piezoresponse Force Microscopy across combinatorial spread libraries
by: Raghavan, Aditya, et al.
Published: (2024)

Exploring the microstructural origins of conductivity and hysteresis in metal halide perovskites via active learning driven automated scanning probe microscopy
by: Liu, Yongtao, et al.
Published: (2022)

Sizes of Ferroelectricity Appearance and Disappearence in Nanosized Hafnia-Zirconia:Landau-type Theory
by: Morozovska, Anna N., et al.
Published: (2026)

Active Deep Kernel Learning of Molecular Properties: Realizing Dynamic Structural Embeddings
by: Ghosh, Ayana, et al.
Published: (2024)

Bayesian Co-navigation: Dynamic Designing of the Materials Digital Twins via Active Learning
by: Slautin, Boris N., et al.
Published: (2024)

Tip-Based Proximity Ferroelectric Switching and Piezoelectric Response in Wurtzite Multilayers
by: Eliseev, Eugene A., et al.
Published: (2025)

Stress-Induced Ferroelectricity in Hafnium Oxide Core-Shell Nanoparticles
by: Morozovska, Anna N., et al.
Published: (2026)

Proximity Ferroelectricity in Compositionally Graded Structures
by: Eliseev, Eugene A., et al.
Published: (2025)

Proximity Ferroelectricity in Compositionally Graded Structures
by: Eugene A. Eliseev, et al.
Published: (2026)

Physical discovery in representation learning via conditioning on prior knowledge: applications for ferroelectric domain dynamics
by: Liu, Yongtao, et al.
Published: (2022)

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data
by: Barakati, Kamyar, et al.
Published: (2024)

Size Effect of Negative Capacitance State and Subthreshold Swing in Van der Waals Ferrielectric Field-Effect Transistors
by: Morozovska, Anna N., et al.
Published: (2024)

Size Effect of Negative Capacitance State and Subthreshold Swing in Van der Waals Ferrielectric Field‐Effect Transistors
by: Anna N. Morozovska, et al.
Published: (2024)

Autonomous convergence of STM control parameters using Bayesian Optimization
by: Narasimha, Ganesh, et al.
Published: (2023)

Embedded Ferroelectric Nanoclusters can drive Polarization Reversal in a Non-Ferroelectric Polar Film via the Proximity Effect
by: Morozovska, Anna N., et al.
Published: (2026)

Ferri-ionic Coupling in CuInP$_2$S$_6$ Nanoflakes: Polarization States and Controllable Negative Capacitance
by: Morozovska, Anna N., et al.
Published: (2024)

Multiscale structure-property discovery via active learning in scanning tunneling microscopy
by: Narasimha, Ganesh, et al.
Published: (2024)

Unsupervised learning of ferroic variants from atomically resolved STEM images
by: Valleti, Mani, et al.
Published: (2021)

Predicting Battery Capacity Fade Using Probabilistic Machine Learning Models With and Without Pre-Trained Priors
by: Kenney, Michael J., et al.
Published: (2024)

Polarization switching on the open surfaces of the wurtzite ferroelectric nitrides: ferroelectric subsystems and electrochemical reactivity
by: Liu, Yongtao, et al.
Published: (2025)

Active Learning with Fully Bayesian Neural Networks for Discontinuous and Nonstationary Data
by: Ziatdinov, Maxim
Published: (2024)

Scientific Exploration with Expert Knowledge (SEEK) in Autonomous Scanning Probe Microscopy with Active Learning
by: Pratiush, Utkarsh, et al.
Published: (2024)

Disentangling stress and curvature effects in layered 2D ferroelectric CuInP2S6
by: Liu, Yongtao, et al.
Published: (2023)

Beyond Optimization: Exploring Novelty Discovery in Autonomous Experiments
by: Bulanadi, Ralph, et al.
Published: (2025)

Active and transfer learning with partially Bayesian neural networks for materials and chemicals
by: Allec, Sarah I., et al.
Published: (2025)

Integrating Predictive and Generative Capabilities by Latent Space Design via the DKL-VAE Model
by: Slautin, Boris N., et al.
Published: (2025)

Comparing Machine Learning and Physics-Based Nanoparticle Geometry Determinations Using Far-Field Spectral Properties
by: Sun, Mengqi, et al.
Published: (2025)

Building Workflows for Interactive Human in the Loop Automated Experiment (hAE) in STEM-EELS
by: Pratiush, Utkarsh, et al.
Published: (2024)

Reward Driven Workflows for Unsupervised Explainable Analysis of Phases and Ferroic Variants From Atomically Resolved Imaging Data
by: Kamyar Barakati, et al.
Published: (2025)

Reentrant polar phase induced by the ferro-ionic coupling in Bi$_{1-x}$Sm$_x$FeO$_3$ nanoparticles
by: Morozovska, Anna N., et al.
Published: (2024)

The Influence of Chemical Strains on the Electrocaloric Response, Polarization Morphology, Tetragonality and Negative Capacitance Effect of Ferroelectric Core-Shell Nanorods and Nanowires
by: Morozovska, Anna N., et al.
Published: (2024)

Microwave Assisted Ultrafast, Selective Lithium Extraction in Deep Eutectic Solvent for LIB Cathode Recycling
by: Salma H. Alhashim, et al.
Published: (2024)

Curiosity Driven Exploration to Optimize Structure-Property Learning in Microscopy
by: Vatsavai, Aditya, et al.
Published: (2025)

Coexistence and interplay of two ferroelectric mechanisms in Zn1-xMgxO
by: Yang, Jonghee, et al.
Published: (2024)