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Accurate generation of stochastic dynamics based on multi-model generative adversarial networks

The Journal of chemical physics, 2023-10, Vol.159 (14)

2023

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Author Correction: Machine learning potential for interacting dislocations in the presence of free surfaces

Scientific reports, 2023-07, Vol.13 (1), p.11205-11205, Article 11205

2023

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Morphological Evolution of Pit-Patterned Si(001) Substrates Driven by Surface-Energy Reduction

Nanoscale research letters, 2017-09, Vol.12 (1), p.554-8, Article 554

2017

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Fine control of plastic and elastic relaxation in Ge/Si vertical heterostructures

Journal of applied physics, 2014-09, Vol.116 (10)

2014

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Faceting of Si and Ge crystals grown on deeply patterned Si substrates in the kinetic regime: phase-field modelling and experiments

Scientific reports, 2021-09, Vol.11 (1), p.18825-18825, Article 18825

2021

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Extreme time extrapolation capabilities and thermodynamic consistency of physics-inspired neural networks for the 3D microstructure evolution of materials via Cahn–Hilliard flow

Machine learning: science and technology, 2024-12, Vol.5 (4), p.45017

2024

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Accelerating simulations of strained-film growth by deep learning: Finite element method accuracy over long time scales

APL machine learning, 2024-09, Vol.2 (3), p.036108-036108-10

2024

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Local uniaxial tensile strain in germanium of up to 4% induced by SiGe epitaxial nanostructures

Applied physics letters, 2015-08, Vol.107 (8)

2015

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EXTENDING THE TIME SCALE IN ATOMISTIC SIMULATION OF MATERIALS

Annual Review of Materials Research, 2002-01, Vol.32 (1), p.321-346

2002

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Computational Analysis of Low-Energy Dislocation Configurations in Graded Layers

Crystals (Basel), 2020-08, Vol.10 (8), p.661

2020

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Dislocation-Free SiGe/Si Heterostructures

Crystals (Basel), 2018-06, Vol.8 (6), p.257

2018

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Imaging Structure and Composition Homogeneity of 300 mm SiGe Virtual Substrates for Advanced CMOS Applications by Scanning X‑ray Diffraction Microscopy

ACS applied materials & interfaces, 2015-05, Vol.7 (17), p.9031-9037

2015

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Selective Area Epitaxy of GaAs/Ge/Si Nanomembranes: A Morphological Study

Crystals (Basel), 2020-02, Vol.10 (2), p.57

2020

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Reentrant Behavior of the Density vs. Temperature of Indium Islands on GaAs(111)A

Nanomaterials (Basel, Switzerland), 2020-07, Vol.10 (8), p.1512

2020

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Faceting of Equilibrium and Metastable Nanostructures: A Phase-Field Model of Surface Diffusion Tackling Realistic Shapes

Crystal growth & design, 2015-06, Vol.15 (6), p.2787-2794

2015

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Sunburst pattern by kinetic segregation in core-shell nanowires: A phase-field study

Applied surface science, 2020-07, Vol.517, p.146056, Article 146056

2020

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Onset of vertical threading dislocations in Si1−xGex/Si (001) at a critical Ge concentration

APL materials, 2013-11, Vol.1 (5), p.052109-052109-8

2013

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Polytypic quantum wells in Si and Ge: impact of 2D hexagonal inclusions on electronic band structure

Nanoscale horizons, 2024-09

2024

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In‐Plane Nanowire Growth of Topological Crystalline Insulator Pb 1 − x Sn x Te

Advanced functional materials, 2023-12, Vol.33 (50)

2023

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Nature and Shape of Stacking Faults in 3C‐SiC by Molecular Dynamics Simulations

physica status solidi (b), 2021-06, Vol.258 (6), p.n/a

2021

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Silicon phase transitions in nanoindentation: Advanced molecular dynamics simulations with machine learning phase recognition

Acta materialia, 2024-01, Vol.263, p.119465, Article 119465

2024

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Temperature-Dependent Stability of Polytypes and Stacking Faults in Si C : Reconciling Theory and Experiments

Physical review applied, 2019-08, Vol.12 (2), Article 021002

2019

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Stress-Induced Acceleration and Ordering in Solid-State Dewetting

Physical review letters, 2022-01, Vol.128 (2), p.026101-026101, Article 026101

2022

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Competition Between Kinetics and Thermodynamics During the Growth of Faceted Crystal by Phase Field Modeling

physica status solidi (b), 2019-07, Vol.256 (7), p.n/a

2019

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Molecular dynamics simulations of extended defects and their evolution in 3C-SiC by different potentials

Modelling and simulation in materials science and engineering, 2020-01, Vol.28 (1), p.15002

2020

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Accurate generation of stochastic dynamics based on multi-model generative adversarial networks

Author Correction: Machine learning potential for interacting dislocations in the presence of free surfaces

Morphological Evolution of Pit-Patterned Si(001) Substrates Driven by Surface-Energy Reduction

Fine control of plastic and elastic relaxation in Ge/Si vertical heterostructures

Faceting of Si and Ge crystals grown on deeply patterned Si substrates in the kinetic regime: phase-field modelling and experiments

Extreme time extrapolation capabilities and thermodynamic consistency of physics-inspired neural networks for the 3D microstructure evolution of materials via Cahn–Hilliard flow

Accelerating simulations of strained-film growth by deep learning: Finite element method accuracy over long time scales

Local uniaxial tensile strain in germanium of up to 4% induced by SiGe epitaxial nanostructures

EXTENDING THE TIME SCALE IN ATOMISTIC SIMULATION OF MATERIALS

Computational Analysis of Low-Energy Dislocation Configurations in Graded Layers

Dislocation-Free SiGe/Si Heterostructures

Imaging Structure and Composition Homogeneity of 300 mm SiGe Virtual Substrates for Advanced CMOS Applications by Scanning X‑ray Diffraction Microscopy

Selective Area Epitaxy of GaAs/Ge/Si Nanomembranes: A Morphological Study

Reentrant Behavior of the Density vs. Temperature of Indium Islands on GaAs(111)A

Faceting of Equilibrium and Metastable Nanostructures: A Phase-Field Model of Surface Diffusion Tackling Realistic Shapes

Sunburst pattern by kinetic segregation in core-shell nanowires: A phase-field study

Onset of vertical threading dislocations in Si1−xGex/Si (001) at a critical Ge concentration

Polytypic quantum wells in Si and Ge: impact of 2D hexagonal inclusions on electronic band structure

In‐Plane Nanowire Growth of Topological Crystalline Insulator Pb 1 − x Sn x Te

Nature and Shape of Stacking Faults in 3C‐SiC by Molecular Dynamics Simulations

Silicon phase transitions in nanoindentation: Advanced molecular dynamics simulations with machine learning phase recognition

Temperature-Dependent Stability of Polytypes and Stacking Faults in Si C : Reconciling Theory and Experiments

Stress-Induced Acceleration and Ordering in Solid-State Dewetting

Competition Between Kinetics and Thermodynamics During the Growth of Faceted Crystal by Phase Field Modeling

Molecular dynamics simulations of extended defects and their evolution in 3C-SiC by different potentials

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