Deep learning for mapping element distribution of high-entropy alloys in scanning transmission electron microscopy images

Improving phase prediction accuracy for high entropy alloys with Machine learning

(2021) Sandesh Risal et al.   COMPUTATIONAL MATERIALS SCIENCE

Using machine learning and feature engineering to characterize limited material datasets of high-entropy alloys

(2020) Dongbo Dai et al.   COMPUTATIONAL MATERIALS SCIENCE

Machine-learning informed prediction of high-entropy solid solution formation: Beyond the Hume-Rothery rules

(2020) Zongrui Pei et al.   npj Computational Materials

Searching for high entropy alloys: A machine learning approach

(2020) Kevin Kaufmann et al.   ACTA MATERIALIA

Atomic column heights detection in metallic nanoparticles using deep convolutional learning

(2020) Marco Ragone et al.   COMPUTATIONAL MATERIALS SCIENCE

Machine Learning-Enabled Design of Point Defects in 2D Materials for Quantum and Neuromorphic Information Processing

(2020) Nathan C. Frey et al.   ACS Nano

Deep learning-based phase prediction of high-entropy alloys: Optimization, generation, and explanation

(2020) Soo Young Lee et al.   MATERIALS & DESIGN

Machine learning-based prediction of phases in high-entropy alloys

(2020) Ronald Machaka   COMPUTATIONAL MATERIALS SCIENCE

Machine learning assisted design of high entropy alloys with desired property

(2019) Cheng Wen et al.   ACTA MATERIALIA

Machine-learning phase prediction of high-entropy alloys

(2019) Wenjiang Huang et al.   ACTA MATERIALIA

Machine Learning Accelerates Discovery of Optimal Colloidal Quantum Dot Synthesis

(2019) Oleksandr Voznyy et al.   ACS Nano

First-principles and Machine Learning Predictions of Elasticity in Severely Lattice-distorted High-Entropy Alloys with Experimental Validation

(2019) George Kim et al.   ACTA MATERIALIA

Tuning element distribution, structure and properties by composition in high-entropy alloys

(2019) Qingqing Ding et al.   NATURE

Atomic resolution convergent beam electron diffraction analysis using convolutional neural networks

(2019) Chenyu Zhang et al.   ULTRAMICROSCOPY

Machine learning guided appraisal and exploration of phase design for high entropy alloys

(2019) Ziqing Zhou et al.   npj Computational Materials

Probing the entropy hypothesis in highly concentrated alloys

(2018) Cláudio Geraldo Schön et al.   ACTA MATERIALIA

Combinatorial metallurgical synthesis and processing of high-entropy alloys

(2018) Zhiming Li et al.   JOURNAL OF MATERIALS RESEARCH

Carbothermal shock synthesis of high-entropy-alloy nanoparticles

(2018) Yonggang Yao et al.   SCIENCE

Influence of the crosstalk on the intensity of HAADF‐STEM images of quaternary semiconductor materials

(2018) N. BALADÉS et al.   JOURNAL OF MICROSCOPY

Strong and Ductile Non-equiatomic High-Entropy Alloys: Design, Processing, Microstructure, and Mechanical Properties

(2017) Zhiming Li et al.   JOM

Finely controlled multimetallic nanocluster catalysts for solvent-free aerobic oxidation of hydrocarbons

(2017) Masaki Takahashi et al.   Science Advances

Atomic electron tomography: 3D structures without crystals

(2016) J. Miao et al.   SCIENCE

Polyelemental nanoparticle libraries

(2016) P.-C. Chen et al.   SCIENCE

Biaxially strained PtPb/Pt core/shell nanoplate boosts oxygen reduction catalysis

(2016) Lingzheng Bu et al.   SCIENCE

StatSTEM: An efficient approach for accurate and precise model-based quantification of atomic resolution electron microscopy images

(2016) A. De Backer et al.   ULTRAMICROSCOPY

Heterogeneous nucleation and shape transformation of multicomponent metallic nanostructures

(2014) Soon Gu Kwon et al.   NATURE MATERIALS

An understanding of high entropy alloys from phase diagram calculations

(2013) F. Zhang et al.   CALPHAD-COMPUTER COUPLING OF PHASE DIAGRAMS AND THERMOCHEMISTRY

Tensile properties of high- and medium-entropy alloys

(2013) A. Gali et al.   INTERMETALLICS

Procedure to count atoms with trustworthy single-atom sensitivity

(2013) S. Van Aert et al.   PHYSICAL REVIEW B

Microstructures and properties of high-entropy alloys

(2013) Yong Zhang et al.   PROGRESS IN MATERIALS SCIENCE

A novel, single phase, non-equiatomic FeMnNiCoCr high-entropy alloy with exceptional phase stability and tensile ductility

(2013) M.J. Yao et al.   SCRIPTA MATERIALIA

Synthesis and Optical Properties of Hybrid and Alloy Plasmonic Nanoparticles

(2011) Michael B. Cortie et al.   CHEMICAL REVIEWS

Electrical, magnetic, and Hall properties of AlxCoCrFeNi high-entropy alloys

(2010) Yih-Farn Kao et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Standardless Atom Counting in Scanning Transmission Electron Microscopy

(2010) James M. LeBeau et al.   NANO LETTERS

Magnetic nanoparticles: synthesis, functionalization, and applications in bioimaging and magnetic energy storage

(2009) Natalie A. Frey et al.   CHEMICAL SOCIETY REVIEWS

Microstructure, thermophysical and electrical properties in AlxCoCrFeNi (0≤x≤2) high-entropy alloys

(2009) Hsuan-Ping Chou et al.   Materials Science and Engineering B-Advanced Functional Solid-State Materials