Found a solution here that is working:
http://www.binarynote.com/how-to-perfectly-upscale-image-in-wordpress.html
function binary_thumbnail_upscale( $default, $orig_w, $orig_h, $new_w, $new_h, $crop )
{
if ( !$crop ) return null;
$aspect_ratio = $orig_w / $orig_h;
$size_ratio = max($new_w / $orig_w, $new_h / $orig_h);
$crop_w = round($new_w / $size_ratio);
$crop_h = round($new_h / $size_ratio);
$s_x = floor( ($orig_w - $crop_w) / 2 );
$s_y = floor( ($orig_h - $crop_h) / 2 );
return array( 0, 0, (int) $s_x, (int) $s_y, (int) $new_w, (int) $new_h, (int) $crop_w, (int) $crop_h );
}
add_filter( 'image_resize_dimensions', 'binary_thumbnail_upscale', 10, 6 );
As gurung says, it is not ideal and WordPress doesn’t upscale for a reason but if you know what you do and use WordPress more as a framework to suit your specific needs, this will get the job done.
In my case, it solves some grid layout issues.
I hope it helps.