Fig. 3 Constructing libraries of defects from STEM data on graphene with Si impurities via deep learning–based analysis of raw experimental data. Constructing.

Slides:

Advertisements

Similar presentations

Fig. 5 Correlation of RNA expression and protein abundance.

Advertisements

Fig. 2 Transport properties of a BP transistor at low temperature.

Fig. 4 Ballistic simulation of BP FETs.

Fig. 3 The electrical contact of direct-printed and reconfigured liquid metals. The electrical contact of direct-printed and reconfigured liquid metals.

Fig. 2 Global production, use, and fate of polymer resins, synthetic fibers, and additives (1950 to 2015; in million metric tons). Global production, use,

Fig. 4 INS spectra of different human bones from the Roman period [humerus, ulna, femur, and fibula from the same skeleton, Guidonia-Montecelio, Italy.

Fig. 2 CFD results. CFD results. Results of CFD simulations in horizontal (left column) and vertical (right column) cross-sections. All models oriented.

Fig. 3 Vibrational spectra of human bones from the Copper Age (Scoglietto cave, Italy). Vibrational spectra of human bones from the Copper Age (Scoglietto.

Vibrational spectra of medieval human bones (Leopoli-Cencelle, Italy)

Fig. 5 Thermal conductivity of n-type ZrCoBi-based half-Heuslers.

Fig. 1 Map of water stress and shale plays.

Fig. 1 Examples of experimental stimuli and behavioral performance.

Fig. 3 Electron PSD in various regions.

Fig. 4 Resynthesized complex boronic acid derivatives based on different scaffolds on a millimole scale and corresponding yields. Resynthesized complex.

HT synthesis of boronic acids using the building block approach

Fig. 6 Comparison of properties of water models.

Fig. 1 Mean and median RCR (Relative Citation Ratio) of Roadmap Epigenomics Program research articles for each year. Mean and median RCR (Relative Citation.

Fig. 2 Influence of the Roadmap Epigenomics Program on the field of epigenomics research. Influence of the Roadmap Epigenomics Program on the field of.

Fig. 3 Glucose- and structure-dependent insulin release.

Fig. 3 Rotation experiment, setup.

Fig. 1 Product lifetime distributions for the eight industrial use sectors plotted as log-normal probability distribution functions (PDF). Product lifetime.

Fig. 5 Structural photocycle for DmCry.

FTIR-ATR spectra of Neolithic faunal bones (Mora Cavorso cave, Italy)

Characteristics of the topology-optimized actuator and long-term tests

Fig. 1 Distribution of total and fake news shares.

Fig. 2 2D QWs of different propagation lengths.

Fig. 3 Alch-MC design and self-assembly of a previously unreported novel crystal structure with no known atomic equivalent. Alch-MC design and self-assembly.

Fig. 5 Molecular dynamics simulations of Rac1.

Fig. 1 Schematic illustration and atomic-scale rendering of a silica AFM tip sliding up and down a single-layer graphene step edge on an atomically flat.

Fig. 4 EUV TG signal from Si.

Fig. 4 DFT ωB97x/def2-TZVPP atomic charges on the sulfur atom of substituted thioaldehyde and AIMNet prediction with a different number of iterative passes.

Fig. 1 Histograms of the number of first messages received by men and women in each of our four cities. Histograms of the number of first messages received.

Fig. 5 Schematic phase diagrams of Ising spin systems and Mott transition systems. Schematic phase diagrams of Ising spin systems and Mott transition systems.

Fig. 4 OER performance of ACoO3 (A = Ca, Sr) in alkaline solutions with different pH. OER performance of ACoO3 (A = Ca, Sr) in alkaline solutions with.

Fig. 5 Topology structure and strategy for the bottom-up synthesis of structurally uniform carboncones[1,m]. Topology structure and strategy for the bottom-up.

Fig. 1 Average contribution (million metric tons) of seafood-producing sectors, 2009–2014. Average contribution (million metric tons) of seafood-producing.

Fig. 3 GIWAXS pattern of perovskite films with varied ligands.

Fig. 4 The mechanical performances of thermally stable click-ionogels.

Fig. 4 Praying Prophet by Lorenzo Monaco: Mapping lake pigments and associated substrate. Praying Prophet by Lorenzo Monaco: Mapping lake pigments and.

Fig. 4 Evolution of fraction of sickled RBCs under hypoxia.

Fig. 2 Magnetic properties of FGT/Pt bilayer.

Contrast agent uptake for the four different groups of MMA mice

Fig. 3 Production of protein and Fe(II) at the end of growth correlated with increasing concentrations of ferrihydrite in the media that contained 0.2.

Fig. 2 Folding motions of the TCO with strain-softening behavior.

Fig. 2 Schematic drawings of Göbekli Tepe skulls.

Fig. 1 Size fractions of MPPs in different fertilizers.

Fig. 4 Reactive MD simulation showing the origins of chemical and physical effects on friction. Reactive MD simulation showing the origins of chemical.

Fig. 5 Comparison of the liquid products generated from photocatalytic CO2 reduction reactions (CO2RR) and CO reduction reactions (CORR) on two catalysts.

Schematic of the proposed brain-controlled assistive hearing device

Fig. 1 Topology of places and city block complexity.

Fig. 1 Location of the Jirzankal Cemetery.

Fig. 4 CO2 emission changes triggered by the JJJ clean air policy.

Fig. 3 Comparisons of NDVI trends over the globally vegetated areas from 1982 to Comparisons of NDVI trends over the globally vegetated areas from.

Fig. 1 Effects of experimental warming on nematode communities across the gradient of plant species richness. Effects of experimental warming on nematode.

Fig. 3 Electronic conductivity studies.

Fig. 1 Schematic depiction of a paradigm for rapid and guided discovery of materials through iterative combination of ML with HiTp experimentation. Schematic.

Fig. 4 Spatial mapping of the distribution and intensity of industrial fishing catch. Spatial mapping of the distribution and intensity of industrial fishing.

Fig. 3 Structural variation under various dc voltages applied on the same one single crystal of FJU-23-H2O along the c axis. Structural variation under.

Fig. 4 Single-particle contact angle measurements.

Fig. 3 Performance of the generative model G, with and without stack-augmented memory. Performance of the generative model G, with and without stack-augmented.

Fig. 4 Behavior of resistance peak near density nm = 5.

Fig. 2 Comparison between the different reflective metasurface proposals when θi = 0° and θr = 70°. Comparison between the different reflective metasurface.

Fig. 1 Design principle and SEM characterization of super-origami DNA nanostructures with n-tuples. Design principle and SEM characterization of super-origami.

Fig. 2 Evaluation of accuracy in finding the atomic positions via a deep learning model for different levels of noise. Evaluation of accuracy in finding.

Fig. 1 STEM data: Original and processed by neural networks.

Comparison of STM data on point impurities with DFT calculations

Fig. 3 Rural-urban gap of per capita income in China from 1978 to Rural-urban gap of per capita income in China from 1978 to The income of.

Fig. 3 Calculated electronic structure of ZrCoBi.

Fig. 5 CD19-tPSMA(N9del) CAR T cell numbers in mouse and human.

Fig. 3 Temperature-dependent heat capacity of YbTM2Zn20.

Presentation transcript:

Fig. 3 Constructing libraries of defects from STEM data on graphene with Si impurities via deep learning–based analysis of raw experimental data. Constructing libraries of defects from STEM data on graphene with Si impurities via deep learning–based analysis of raw experimental data. (A and B) Defects containing a single three-fold coordinated Si atom (count, 465) (A) and a single four-fold coordinated Si atom (count, 16) (B). (C and D) Histograms of Si─C bond lengths (C) and Si─C bond angles (D) for three-fold Si defect. (E and F) Examples of distorted threefold Si defect located next to a multivacancy (E) and at topological defect (F). The number of distorted (SD s = ( ∑ dx2/n)1/2 in C─Si─C bond angles above 15) and undistorted three-fold Si defects was 231 and 234, respectively. Maxim Ziatdinov et al. Sci Adv 2019;5:eaaw8989 Copyright © 2019 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC).