|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 1 | Disentangling multiple scattering with deep learning:application to strain mapping from electron diffraction patterns显示文摘A fast,robust pipeline for strain mapping of crystalline materials is important for many technological applications.Scanning electron nanodiffraction allows us to calculate strain maps with high accuracy and spatial resolutions,but this technique is limited when the electron beam undergoes multiple scattering.Deep-learning methods have the potential to invert these complex signals,but require a large number of training examples.We implement a Fourier space,complex-valued deep-neural network,FCU-Net,to invert highly nonlinear electron diffraction patterns into the corresponding quantitative structure factor images.FCU-Net was trained using over 200,000 unique simulated dynamical diffraction patterns from different combinations of crystal structures,orientations,thicknesses,and microscope parameters,which are augmented with experimental artifacts.We evaluated FCU-Net against simulated and experimental datasets,where it substantially outperforms conventional analysis methods.Our code,models,and training library are open-source and may be adapted to different diffraction measurement problems. | Joydeep Munshi Alexander Rakowski Benjamin H.Savitzky Steven E.Zeltmann Jim Ciston Matthew Henderson Shreyas Cholia Andrew M.Minor Maria K.Y.Chan Colin Ophus | 2022 | npj Computational Materials2022，，1： | 2 |
| 2 | Bacterial attachment on reactive ceramic ultrafiltration membranes显示文摘 | Ciston S Lueptow R M Gray K A | 2008 | Journal of Membrane Science2008，320，12： | 1 |
| 3 | 显示文摘 | Yao Y Li G H Ciston S | 2008 | Environ Sci Technol2008，42，13： | 1 |
| 4 | Synthesizing mixed-phase TiO2 nanocomposites using a hydrothermal method for photo-oxidation and photoreduction applications显示文摘 | Li G H Ciston S Saponjic Z V | 2008 | Journal of Catalysis2008，253，1： | 1 |
| 5 | Morphological and Structural Changes During the Reduction and Reoxidation of CuO/CeO 2 and Ce 1-x Cu x O 2 Nanocatalysts:In Situ Studies With Environmental TEM,XRD,and XAS显示文摘 | Ciston J Si R Rodriguez J A | 2011 | J Chem Phys2011，115，13： | 1 |
| 6 | Bacterial attachment on reactive ceramic ultrafiltration membranes显示文摘 | Ciston S Lueptow R M Gray K A | 2008 | Journal of Membrane Science2008，320，12： | 1 |
| 7 | Ph~toreactive TiO2/Carbon Nanotube Composites: Synthesis and Reactivity 显示文摘 | Yao Y Li G Ciston S | 2008 | Environ Sci Technol2008，42，： | 1 |
| 8 | Next century aerospace traffic management:the sky is no longer the limit显示文摘 | Cistone J | | 0，，1： | 1 |
| 9 | School structure and technolog- ical diversification显示文摘 | Lam Y J Cistone P J | 1973 | Educational Technology1973，13，8： | 1 |
| 10 | Photoreactive TiO2/carbon nanotube composites: Synthesis and reactivity显示文摘 | Yao Y Li G Ciston S | 2008 | Environ Sci Technol2008，42，13： | 1 |
| 11 | Synthesizing mixed-phase TiO2 nanocomposites using a hydrothermal method for photo-oxidation and photoreduction applications显示文摘 | Li G H Ciston S Saponjic Z V | 2008 | Journal of Catalysis2008，253，： | 1 |
| 12 | Bacterial attachment on reactive ceramic ultrafiltration membranes显示文摘 | S Ciston R M Lueptow K A Gray | 2008 | J Membr Sci2008，320，12： | 1 |
| 13 | Electroreduction of carbon monoxide to liquid fuel on oxide - derived nanocrystalline copper 显示文摘 | Li C W Ciston J Kanan M W | 2014 | Nature2014，508，： | 1 |
| 14 | Photoreactive TiOJ carbon nanotube composites: Synthesis and reactivity 显示文摘 | Yao Y Li G Ciston S | 2008 | Environ Sci Technol2008，42，13： | 1 |
| 15 | Photoreactive TiO2/carbon nanotube composites: synthesis andreactivity 显示文摘 | Yao Y Li G Ciston S Lueptow Richard M Gray Kimberly A | 2008 | Environmental Science & Technology2008，42，13： | 1 |
| 16 | Synthesizing mixed-phase TiO2 nano composites using a hydrothermal method for photo oxidation and photo reduction applica- tions显示文摘 | Li G Ciston S Saponjic Z V | 2008 | Journal of Catalysis2008，253，1： | 1 |
| 17 | In Situ Electrochemical Electron Microscopy Study of Oxygen Evolution Activity of Doped Manganite Perovskites显示文摘 | Stephanie Raabe Daniel Mierwaldt Jim Ciston Matthé Uijttewaal Helge Stein J?rg Hoffmann Yimei Zhu Peter Bl?chl Christian Jooss | 2012 | Adv. Funct. Mater2012，，16： | 1 |
| 18 | Charge:Glowing in the Dark显示文摘 | Marks L D Ciston J Deng B Rondinelli J | 2006 | 电子显微学报2006，25，B08： | 0 |
您所在的机构暂未开通此部分的功能，请联系管理员