Copertina

A Machine Learning Framework for the Prediction of Grain Boundary Segregation in Chemically Complex Environments

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Aksoy, Doruk, Luo, Jian, Cao, Penghui, Rupert, Timothy J.
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Materials Science
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Human Perception-Inspired Grain Segmentation Refinement Using Conditional Random Fields
di: Aksoy, Doruk, et al.
Pubblicazione: (2023)

Neural Network Kinetics for Exploring Diffusion Multiplicity and Chemical Ordering in Compositionally Complex Materials
di: Xing, Bin, et al.
Pubblicazione: (2023)

Grain Boundary Segregation Models for High-Entropy Alloys: Theoretical Formulation and Derived Analytical Expressions to Elucidate High-Entropy Grain Boundaries
di: Luo, Jian
Pubblicazione: (2024)

Predicting Grain Boundary Segregation in Magnesium Alloys: An Atomistically Informed Machine Learning Approach
di: Xie, Zhuocheng, et al.
Pubblicazione: (2024)

Local chemical order suppresses grain boundary migration under irradiation in CrCoNi
di: Geiger, Ian, et al.
Pubblicazione: (2025)

Grain Boundary Segregation Predicted by Quantum-Accurate Segregation Spectra but not by Classical Models
di: Wagih, Malik, et al.
Pubblicazione: (2023)

Frustrated metastable-to-equilibrium grain boundary structural transition in NbMoTaW due to segregation and chemical complexity
di: Geiger, Ian, et al.
Pubblicazione: (2023)

Grain boundaries amplify local chemical ordering in complex concentrated alloys
di: Geiger, Ian, et al.
Pubblicazione: (2025)

Grain Boundary Segregation Spectra from a Generalized Machine-learning Potential
di: Tuchinda, Nutth, et al.
Pubblicazione: (2025)

Designing for Cooperative Grain Boundary Segregation in Multicomponent Alloys
di: Wagih, Malik, et al.
Pubblicazione: (2024)

Secondary Grain Boundary Dislocations Alter Segregation Energy Spectra
di: Chen, Xinren, et al.
Pubblicazione: (2024)

Multiscale Modeling of Abnormal Grain Growth: Role of Solute Segregation and Grain Boundary Character
di: Linda, Albert, et al.
Pubblicazione: (2025)

Segregation-Controlled Diffusion-Induced Grain Boundary Migration in Alloy 690
di: Jiang, Yuntian, et al.
Pubblicazione: (2026)

Grain Boundary Segregation and Embrittlement of Aluminum Binary Alloys from First Principles
di: Tuchinda, Nutth, et al.
Pubblicazione: (2025)

Solute Co-Segregation Mechanisms at Low-Angle Grain Boundaries in Magnesium: A Combined Atomic-Scale Experimental and Modeling Study
di: Pei, Risheng, et al.
Pubblicazione: (2023)

Extraction of a structural short-range order descriptor from nanobeam electron diffraction patterns using a transfer learning approach
di: Wu, Junjie, et al.
Pubblicazione: (2026)

Prediction of A15 Tilt Grain Boundary Structures
di: Zou, Wenwen, et al.
Pubblicazione: (2025)

Fabrication of Dense Ultrafine-Grained MoW, MoWNb, and MoWNbTa Alloys: Influence of Cobalt Doping on Sintering and Grain Growth
di: Cao, Keyu, et al.
Pubblicazione: (2026)

Segregation and Ordering of Light Interstitials (B, C, H, and N) in Cr-Ni Alloys: Implications for Grain Boundary Stability in Superalloy Design
di: Doležal, Tyler D., et al.
Pubblicazione: (2025)

MATAI: A Generalist Machine Learning Framework for Property Prediction and Inverse Design of Advanced Alloys
di: Deng, Yanchen, et al.
Pubblicazione: (2025)

Kinetic and Equilibrium Shapes of Cylindrical Grain Boundaries
di: Qiu, Anqi, et al.
Pubblicazione: (2024)

Strengthening from dislocation restructuring and local climb at platelet linear complexions in Al-Cu alloys
di: Garg, Pulkit, et al.
Pubblicazione: (2023)

Stress field modification near linear complexions increases the effective obstacle size and strengthening effect
di: Zhang, Zhengyu, et al.
Pubblicazione: (2026)

Enhanced strain rate sensitivity due to platelet linear complexions in Al-Cu
di: Garg, Pulkit, et al.
Pubblicazione: (2025)

Probing Non-Equilibrium Grain Boundary Dynamics with XPCS and Domain-Adaptive Machine Learning
di: Cheng, Mouyang, et al.
Pubblicazione: (2026)

Tuning Yttrium Σ7(0001) Twist Grain Boundary Properties through Segregation and Co-segregation of Low Neutron Absorption Elements: First-Principles Insights
di: Lyu, Guanlin, et al.
Pubblicazione: (2025)

Early Stages of Self-Healing at Tungsten Grain Boundaries from Ab Initio Machine Learning Simulations
di: Suárez-Recio, Jorge, et al.
Pubblicazione: (2025)

Synergistic doping of the grain interior and grain boundary alters deformation mechanisms and enables extreme strength in nanocrystalline Ni-Cr-Y alloys
di: Liu, Yi, et al.
Pubblicazione: (2026)

Describe, Transform, Machine Learning: Feature Engineering for Grain Boundaries and Other Variable-Sized Atom Clusters
di: Owens, C. Braxton, et al.
Pubblicazione: (2024)

Effect of Cr Segregation on Grain Growth in Nanocrystalline α-Fe Alloy: A Multiscale Modelling Approach
di: Guin, Sandip, et al.
Pubblicazione: (2024)

A computational alloy design framework for the promotion of amorphous grain boundary complexions
di: Sharma, Prince, et al.
Pubblicazione: (2026)

From High-Entropy Ceramics (HECs) to Compositionally Complex Ceramics (CCCs) and Beyond
di: Luo, Jian
Pubblicazione: (2025)

Designing Bimetallic Nanoparticle Catalysts via Tailored Surface Segregation
di: Tang, Yaxin, et al.
Pubblicazione: (2025)

A Machine Learning Framework for Predicting Glass-Forming Ability in Ternary Alloy Systems
di: Mahmoudi, Fatemeh
Pubblicazione: (2025)

An Experimentally Informed Continuum Grain Boundary Model
di: Ansari, Syed, et al.
Pubblicazione: (2022)

Intrinsic Grain Boundary Shear Coupling Tensor
di: Song, Xinyuan, et al.
Pubblicazione: (2023)

$Σ$3(111) Grain Boundaries Accelerate Hydrogen Insertion into Palladium Nanostructures
di: Madhushani, K. A. U., et al.
Pubblicazione: (2025)

Predicting Grain Growth Evolution Under Complex Thermal Profiles with Deep Learning through Thermal Descriptor Modulation
di: Tep, Pungponhavoan, et al.
Pubblicazione: (2026)

Nanoconfined Grain Boundaries Increase Conductivity of Polycrystalline Molecular Crystals
di: Paul, Shujit Chandra, et al.
Pubblicazione: (2025)

A Grain Boundary Embrittlement Genome for Substitutional Cubic Alloys
di: Tuchinda, Nutth, et al.
Pubblicazione: (2025)