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Reconstruction of nanoscale particles from single-shot wide-angle free-electron-laser diffraction patterns with physics-informed neural networks

机译：用物理信息神经网络重建单次广角自由 - 激光衍射图案的纳米级粒子

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Thomas Stielow; Stefan Scheel;
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1. Influence of wavelength and pulse duration on single-shot x-ray diffraction patterns from nonspherical nanoparticles [J] . Sander Katharina, Peltz Christian, Varin Charles, Journal of Physics, B. Atomic, Molecular and Optical Physics: An Institute of Physics Journal . 2015,第20期

机译：波长和脉冲持续时间对非球形纳米粒子单次X射线衍射图的影响
2. Three-dimensional Shape Reconstruction from Single-shot Speckle Image Using Deep Convolutional Neural Networks [J] . Hieu Nguyen, Tan Tran, Wang Yuzeng, Optics and Lasers in Engineering . 2021,第Auga期

机译：使用深卷积神经网络从单次散斑图像重建三维形状重建
3. Algorithm for Reconstruction of 3D Images of Nanorice Particles from Diffraction Patterns of Two Particles in Independent Random Orientations with an X-ray Laser [J] . Sung Soon Kim, Sandi Wibowo, Dilano Kerzaman Saldin Applied Sciences . 2017,第7期

机译：X射线激光在随机独立方向上从两个粒子的衍射图重构纳米金粒子的3D图像的算法
4. Physics-informed Recurrent Neural Networks for The Identification of a Generic Energy Buffer System [C] . Manu Lahariya, Farzaneh Karami, Chris Develder, IEEE Data Driven Control and Learning Systems Conference . 2021

机译：物理知识的经常性神经网络，用于识别通用能量缓冲系统
5. Physics-Informed Neural Networks for Belle II Kaon Versus Pion Particle Identification [D] . Glaser, Yannik. 2020

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6. Single-Shot 3D Shape Reconstruction Using Structured Light and Deep Convolutional Neural Networks [O] . Hieu Nguyen, Yuzeng Wang, Zhaoyang Wang 2020

机译：使用结构光和深卷积神经网络的单次3D形状重建
7. Classification of diffraction patterns in single particle imaging experiments performed at x-ray free-electron lasers using a convolutional neural network [O] . Alexandr Ignatenko, Dameli Assalauova, Sergey A Bobkov, 2021

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Reconstruction of nanoscale particles from single-shot wide-angle free-electron-laser diffraction patterns with physics-informed neural networks

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