You can remove the Query Strings using this code in your functions.php
function _remove_query_strings( $src ){
$parts = explode( '?', $src );
return $parts[0];
}
add_filter( 'script_loader_src', '_remove_query_strings', 15, 1 );
add_filter( 'style_loader_src', '_remove_query_strings', 15, 1 ); //not need to in your case since it's for the CSS files