Journal covers.

Deep convolutional neural networks.
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Deep convolutional encoder-decoder networks that learn the mapping between X-ray diffraction data and the corresponding real-space structure and strain.

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Coherent X-ray Diffraction imaging (CXDI).

4D ultra-fast imaging of individual crystals deforming. 

Laser pump- X-ray probe 3D imaging of lattice strain.

X-ray imaging and simulation of a crystal's deformation modes.

3D imaging of residual strain in device materials

Machine learnt material models and simulations of materials on leadership class computing systems.

2D materials

Structure of stanene (2D tin).

Silicene growth on Ir.

Water.

Ice grain growth through Ostwald ripening.

Heterogeneous nucleation of ice.

Energetic materials.