AN IMPROVED MICRO-CT IMAGE ACQUISITION METHOD

摘要

Disclosed is a method of obtaining improved images of a porous material for flow simulation. The method comprises encoding low resolution images of the material to a latent representation and decoding latent representation to obtain a plurality of decoded images. The resolution of each image is computationally increased to obtain an ensemble of candidate super-resolution images. A flow simulation is performed on the candidate super-resolution images to obtain flow simulation data. The flow simulation data is calibrated to observed data and the latent representation is updated based on the calibration.