How to predict the next image in a sequence, or predict the deblurring of an image?
No.  You can't create information out of nothing.  There's no magic.  There's not enough information in the three lower-res to uniquely determine the high-res image.

Of course, you can always upscale an image, but that won't make it any higher quality or sharper than what you started with.

Note that "4K" is a marketing term, not a precise specification of an image resolution.  There are multiple different resolutions that are all marketed as "4K".  See https://en.wikipedia.org/wiki/4K_resolution.