Cover Image

Machine Learning Small Polaron Dynamics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Birschitzky, Viktor C., Leoni, Luca, Reticcioli, Michele, Franchini, Cesare
Format:	Preprint
Published:	2024
Subjects:	Materials Science
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Machine Learning Based Prediction of Polaron-Vacancy Patterns on the TiO$_2$(110) Surface
by: Birschitzky, Viktor C., et al.
Published: (2024)

Automated Modeling of Polarons: Defects and Reactivity on TiO$_2$(110) Surfaces
by: Yalcin, Firat, et al.
Published: (2025)

Metastable Multi-centered Polarons in BiVO$_{4}$
by: Park, Seyeon, et al.
Published: (2025)

Polaron-mediated anisotropic exchange in 2D magnets
by: Carbone, Johanna P., et al.
Published: (2026)

Hydrogen Diffusion in Magnesium Using Machine Learning Potentials: a comparative study
by: Angeletti, Andrea, et al.
Published: (2024)

Polarons with arbitrary nonlinear electron-phonon interaction
by: Ragni, Stefano, et al.
Published: (2025)

Photoexcited Hole States at the SrTiO3(001) Surface Imaged with Noncontact AFM
by: Sokolovic, Igor, et al.
Published: (2026)

Coupling between small polarons and ferroelectricity in BaTiO3
by: Joseph, Darin, et al.
Published: (2025)

Polaron Transport in TiO$_{2}$ from Machine Learning Molecular Dynamics
by: Ahart, Christian S., et al.
Published: (2026)

Coupling between ferroelectric distortions and excitonic properties in PbTiO$_3$
by: Pacchioni, Pietro, et al.
Published: (2025)

Coherent and Dynamic Small Polaron Delocalization in CuFeO$_{2}$
by: Mendes, Jocelyn L., et al.
Published: (2025)

Automatic determination of quasicrystalline patterns from microscopy images
by: Kender, Tano Kim, et al.
Published: (2025)

Weak Polar Optical Phonon Scattering Decouples Electron and Phonon Transport in Layered Thermoelectric Materials
by: Xia, Zhonghao, et al.
Published: (2026)

Global sampling of Feynman's diagrams through Normalizing Flow
by: Leoni, Luca, et al.
Published: (2024)

Digging its own Site: Linear Coordination Stabilizes a Pt1/Fe2O3 Single-Atom Catalyst
by: Rafsanjani-Abbasi, Ali, et al.
Published: (2024)

Evolution of the Coulomb interactions in correlated transition-metal perovskite oxides from the constrained random phase approximation
by: Si, Liang, et al.
Published: (2024)

Experimentally Mapping the Phase Diagrams of Photoexcited Small Polarons
by: Mendes, Jocelyn L., et al.
Published: (2025)

Do Small Hole Polarons Form in Bulk Rutile TiO$_2$?
by: McBride, Shay, et al.
Published: (2024)

Exploring Noncollinear Magnetic Energy Landscapes with Bayesian Optimization
by: Baumsteiger, Jakob, et al.
Published: (2024)

Machine Learning the order-disorder Jahn-Teller transition in LaMnO$_3$
by: Celiberti, Lorenzo, et al.
Published: (2026)

First-principles study on Small Polaron and Li diffusion in layered LiCoO2
by: Ahn, Seryung, et al.
Published: (2022)

Interplay of superexchange and vibronic effects in the hidden order of Ba$_2$MgReO$_6$ from first principles
by: Mosca, Dario Fiore, et al.
Published: (2024)

Polarons and Exciton-Polarons in Two-Dimensional Polar Materials
by: Shahnazaryan, V., et al.
Published: (2025)

Electron Mobilities in SrTiO$_3$ and KTaO$_3$: Role of Phonon Anharmonicity, Mass Renormalization and Disorder
by: Ranalli, Luigi, et al.
Published: (2024)

Ultrastrong coupling between polar distortion and optical properties in ferroelectric MoBr$_2$O$_2$
by: Li, Zhaojun, et al.
Published: (2024)

Importance of nonlinear long-range electron-phonon interaction on the carrier mobility of anharmonic halide perovskites
by: Houtput, Matthew, et al.
Published: (2026)

Watching Polarons Form in Real Time
by: Garcia-Herrero, Victor, et al.
Published: (2026)

Polaron transport and Verwey transition in magnetite
by: Fominykh, Nikita, et al.
Published: (2026)

Temperature dependent ferroelectricity in strained KTaO3 with machine learned force field
by: Zhu, Yu, et al.
Published: (2025)

Magnetic Polarons Enable Exceptional Magnetocaloric Response
by: Ancheta, Joshua, et al.
Published: (2026)

Dynamic Competition Between Hubbard and Superexchange Interactions Selectively Localizes Electrons and Holes Through Polarons
by: Mendes, Jocelyn L., et al.
Published: (2024)

The First Principles Equation for Coherent Phonons: Dynamics and Polaron distortions
by: Stefanucci, Gianluca, et al.
Published: (2025)

Formation of Anisotropic Polarons in Antimony Selenide
by: Shi, Yijie, et al.
Published: (2024)

First-principles theory of nonlinear long-range electron-phonon interaction
by: Houtput, Matthew, et al.
Published: (2024)

First-principles theory of nonlinear long-range electron-phonon interaction
by: Houtput, Matthew, et al.
Published: (2024)

Modeling Polaron Excitations and Stabilization Mechanisms in Conjugated Polymers
by: Jindal, Vishal, et al.
Published: (2025)

Polaron and Strain Effects on Ion Migration in WO$_3$
by: Siebenhofer, Matthäus, et al.
Published: (2025)

Polaronic Contributions to Friction in a Manganite Thin Film
by: Weber, Niklas A., et al.
Published: (2020)

The Mott transition in the 5d$^1$ compound Ba$_2$NaOsO$_6:$ a DFT+DMFT study with PAW spinor projectors
by: Mosca, Dario Fiore, et al.
Published: (2023)

Polarons in the Cubic Generalized Fröhlich Model: Spontaneous Symmetry Breaking
by: Vasilchenko, Vasilii, et al.
Published: (2024)