FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3135535324> ?p ?o ?g. }

• W3135535324 abstract "Techniques for training artificial neural networks (ANNs) and convolutional neural networks (CNNs) using simulated dynamical electron diffraction patterns are described. The premise is based on the following facts. First, given a suitable crystal structure model and scattering potential, electron diffraction patterns can be simulated accurately using dynamical diffraction theory. Secondly, using simulated diffraction patterns as input, ANNs can be trained for the determination of crystal structural properties, such as crystal orientation and local strain. Further, by applying the trained ANNs to four-dimensional diffraction datasets (4D-DD) collected using the scanning electron nanodiffraction (SEND) or 4D scanning transmission electron microscopy (4D-STEM) techniques, the crystal structural properties can be mapped at high spatial resolution. Here, we demonstrate the ANN-enabled possibilities for the analysis of crystal orientation and strain at high precision and benchmark the performance of ANNs and CNNs by comparing with previous methods. A factor of thirty improvement in angular resolution at 0.009 degrees (0.16 mrad) for orientation mapping, sensitivity at 0.04% or less for strain mapping, and improvements in computational performance are demonstrated." @default.
• W3135535324 created "2021-03-15" @default.
• W3135535324 creator A5008702870 @default.
• W3135535324 creator A5034422124 @default.
• W3135535324 creator A5069351874 @default.
• W3135535324 creator A5083371477 @default.
• W3135535324 date "2021-03-04" @default.
• W3135535324 modified "2023-09-27" @default.
• W3135535324 title "Training artificial neural networks for precision orientation and strain mapping using 4D electron diffraction datasets" @default.
• W3135535324 cites W138160617 @default.
• W3135535324 cites W1522301498 @default.
• W3135535324 cites W1560979785 @default.
• W3135535324 cites W1637660935 @default.
• W3135535324 cites W1975572485 @default.
• W3135535324 cites W1983843718 @default.
• W3135535324 cites W1996774873 @default.
• W3135535324 cites W2016091351 @default.
• W3135535324 cites W2053193410 @default.
• W3135535324 cites W2087070363 @default.
• W3135535324 cites W2087303625 @default.
• W3135535324 cites W2090749239 @default.
• W3135535324 cites W2090831151 @default.
• W3135535324 cites W2109549604 @default.
• W3135535324 cites W2534726385 @default.
• W3135535324 cites W2741535469 @default.
• W3135535324 cites W2742903995 @default.
• W3135535324 cites W2744430730 @default.
• W3135535324 cites W2763895404 @default.
• W3135535324 cites W2771733300 @default.
• W3135535324 cites W2794284562 @default.
• W3135535324 cites W2804538731 @default.
• W3135535324 cites W2805259933 @default.
• W3135535324 cites W2919115771 @default.
• W3135535324 cites W2941835881 @default.
• W3135535324 cites W2946591934 @default.
• W3135535324 cites W2970040398 @default.
• W3135535324 cites W2982409629 @default.
• W3135535324 cites W2999918426 @default.
• W3135535324 cites W3004310419 @default.
• W3135535324 cites W3014405290 @default.
• W3135535324 cites W3039123331 @default.
• W3135535324 cites W3045151672 @default.
• W3135535324 cites W156731868 @default.
• W3135535324 cites W3018459276 @default.
• W3135535324 hasPublicationYear "2021" @default.
• W3135535324 type Work @default.
• W3135535324 sameAs 3135535324 @default.
• W3135535324 citedByCount "0" @default.
• W3135535324 crossrefType "posted-content" @default.
• W3135535324 hasAuthorship W3135535324A5008702870 @default.
• W3135535324 hasAuthorship W3135535324A5034422124 @default.
• W3135535324 hasAuthorship W3135535324A5069351874 @default.
• W3135535324 hasAuthorship W3135535324A5083371477 @default.
• W3135535324 hasConcept C120665830 @default.
• W3135535324 hasConcept C121332964 @default.
• W3135535324 hasConcept C13280743 @default.
• W3135535324 hasConcept C138268822 @default.
• W3135535324 hasConcept C153180895 @default.
• W3135535324 hasConcept C154945302 @default.
• W3135535324 hasConcept C16345878 @default.
• W3135535324 hasConcept C185798385 @default.
• W3135535324 hasConcept C192562407 @default.
• W3135535324 hasConcept C199360897 @default.
• W3135535324 hasConcept C205649164 @default.
• W3135535324 hasConcept C207114421 @default.
• W3135535324 hasConcept C2524010 @default.
• W3135535324 hasConcept C27805521 @default.
• W3135535324 hasConcept C2781285689 @default.
• W3135535324 hasConcept C33923547 @default.
• W3135535324 hasConcept C41008148 @default.
• W3135535324 hasConcept C50644808 @default.
• W3135535324 hasConcept C77557913 @default.
• W3135535324 hasConcept C81363708 @default.
• W3135535324 hasConceptScore W3135535324C120665830 @default.
• W3135535324 hasConceptScore W3135535324C121332964 @default.
• W3135535324 hasConceptScore W3135535324C13280743 @default.
• W3135535324 hasConceptScore W3135535324C138268822 @default.
• W3135535324 hasConceptScore W3135535324C153180895 @default.
• W3135535324 hasConceptScore W3135535324C154945302 @default.
• W3135535324 hasConceptScore W3135535324C16345878 @default.
• W3135535324 hasConceptScore W3135535324C185798385 @default.
• W3135535324 hasConceptScore W3135535324C192562407 @default.
• W3135535324 hasConceptScore W3135535324C199360897 @default.
• W3135535324 hasConceptScore W3135535324C205649164 @default.
• W3135535324 hasConceptScore W3135535324C207114421 @default.
• W3135535324 hasConceptScore W3135535324C2524010 @default.
• W3135535324 hasConceptScore W3135535324C27805521 @default.
• W3135535324 hasConceptScore W3135535324C2781285689 @default.
• W3135535324 hasConceptScore W3135535324C33923547 @default.
• W3135535324 hasConceptScore W3135535324C41008148 @default.
• W3135535324 hasConceptScore W3135535324C50644808 @default.
• W3135535324 hasConceptScore W3135535324C77557913 @default.
• W3135535324 hasConceptScore W3135535324C81363708 @default.
• W3135535324 hasLocation W31355353241 @default.
• W3135535324 hasOpenAccess W3135535324 @default.
• W3135535324 hasPrimaryLocation W31355353241 @default.
• W3135535324 hasRelatedWork W1933621482 @default.
• W3135535324 hasRelatedWork W2056632019 @default.
• W3135535324 hasRelatedWork W2058879400 @default.
• W3135535324 hasRelatedWork W2068992309 @default.

• next