There is no easy way to do this. Ever if you were to delay the execution of the script, if someone is fast enough to click a thumbnail it will open the image in a separate page.
Your website loads fast enough for me. The situation where someone scrolls down and clicks an image thumbnail before all images are loaded is an edge case. I wouldn’t bother that much about it.