Unfortunately, your web page is rather complex (loading 7 external CSS stylesheets and 17 external JavaScript files) so some trial and error may be required to track down the source of the problem.
Here are a few things to check/try:
First of all, try viewing your web page in both Chrome and Mobile Safari on your iPad to see if the problem happens in both browsers (or just in one of them).
Next, try changing your gallery's height to a fixed pixel value (rather than a percentage) to see if this helps.
Then, try loading jQuery v1.11.1 instead of v2.1.1 into your web page. It should not make a difference but it might be worth trying to see if it does.
If none of the above point towards a solution, then, as the problem may be a CSS or JavaScript conflict, try temporarily removing the external CSS and JavaScript files from your web page (one by one) until the problem no longer exists and a conflicting JavaScript (or CSS) file is found.
If you find a conflicting CSS or JavaScript file, please let me know what it is so that we can investigate further.