标题
Crystal symmetry determination in electron diffraction using machine learning
作者
关键词
-
出版物
SCIENCE
Volume 367, Issue 6477, Pages 564-568
出版商
American Association for the Advancement of Science (AAAS)
发表日期
2020-01-31
DOI
10.1126/science.aay3062
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks
- (2019) Felipe Oviedo et al. npj Computational Materials
- Phase differentiation by electron backscatter diffraction using the dictionary indexing approach
- (2018) Farangis Ram et al. ACTA MATERIALIA
- Dislocation-type evolution in quasi-statically compressed polycrystalline nickel
- (2018) Chaoyi Zhu et al. ACTA MATERIALIA
- Machine learning directed search for ultraincompressible, superhard materials
- (2018) Aria Mansouri Tehrani et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties
- (2018) Tian Xie et al. PHYSICAL REVIEW LETTERS
- Insightful classification of crystal structures using deep learning
- (2018) Angelo Ziletti et al. Nature Communications
- Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments
- (2018) Fang Ren et al. Science Advances
- The Benefits and Applications of a CMOS-based EBSD Detector
- (2018) J. Goulden et al. MICROSCOPY AND MICROANALYSIS
- Deep neural networks for accurate predictions of crystal stability
- (2018) Weike Ye et al. Nature Communications
- An efficient machine learning approach to establish structure-property linkages
- (2018) Jaimyun Jung et al. COMPUTATIONAL MATERIALS SCIENCE
- Investigation of the shear response and geometrically necessary dislocation densities in shear localization in high-purity titanium
- (2017) Chaoyi Zhu et al. INTERNATIONAL JOURNAL OF PLASTICITY
- Hydrogen positions in single nanocrystals revealed by electron diffraction
- (2017) L. Palatinus et al. SCIENCE
- Universal fragment descriptors for predicting properties of inorganic crystals
- (2017) Olexandr Isayev et al. Nature Communications
- Accelerated discovery of new magnets in the Heusler alloy family
- (2017) Stefano Sanvito et al. Science Advances
- Determination of geometrically necessary dislocations in large shear strain localization in aluminum
- (2016) Chaoyi Zhu et al. ACTA MATERIALIA
- High-Throughput Machine-Learning-Driven Synthesis of Full-Heusler Compounds
- (2016) Anton O. Oliynyk et al. CHEMISTRY OF MATERIALS
- Accelerated search for materials with targeted properties by adaptive design
- (2016) Dezhen Xue et al. Nature Communications
- A computer vision approach for automated analysis and classification of microstructural image data
- (2015) Brian L. DeCost et al. COMPUTATIONAL MATERIALS SCIENCE
- Structure of the toxic core of α-synuclein from invisible crystals
- (2015) Jose A. Rodriguez et al. NATURE
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Determining the Bravais lattice using a single electron backscatter diffraction pattern
- (2015) Lili Li et al. JOURNAL OF APPLIED CRYSTALLOGRAPHY
- Big data are shaping the future of materials science
- (2013) Ashley A. White MRS BULLETIN
- Evaluation of misindexing of EBSD patterns in a ferritic steel
- (2012) T. KARTHIKEYAN et al. JOURNAL OF MICROSCOPY
- Imaging ultrafast molecular dynamics with laser-induced electron diffraction
- (2012) Cosmin I. Blaga et al. NATURE
- Mechanical properties of hybrid inorganic–organic framework materials: establishing fundamental structure–property relationships
- (2011) Jin Chong Tan et al. CHEMICAL SOCIETY REVIEWS
- VESTA 3for three-dimensional visualization of crystal, volumetric and morphology data
- (2011) Koichi Momma et al. JOURNAL OF APPLIED CRYSTALLOGRAPHY
- Effect of microscopic parameters on EBSD spatial resolution
- (2011) Delphic Chen et al. ULTRAMICROSCOPY
- The combined use of EBSD and EDX analyses for the identification of complex intermetallic phases in multicomponent Al–Si piston alloys
- (2009) C.-L. Chen et al. JOURNAL OF ALLOYS AND COMPOUNDS
- Electron tomography and holography in materials science
- (2009) Paul A. Midgley et al. NATURE MATERIALS
- Automated mapping of K-feldspar by electron backscatter diffraction and application to 40Ar/39Ar dating
- (2008) Sandra McLaren et al. JOURNAL OF STRUCTURAL GEOLOGY
- Coordination-dependent surface atomic contraction in nanocrystals revealed by coherent diffraction
- (2008) W. J. Huang et al. NATURE MATERIALS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search