I was able to solve that problem myself by playing with the code in Custom CSS.
This changes the page width to 100%:
.page aside#secondary {
display: none !important;
}
.page div#primary {
width: 100% !important;
max-width: 100% !important;
}
This changes the post page width:
.single-post aside#secondary {
display: none !important;
}
.single-post div#primary {
width: 100% !important;
max-width: 100% !important;
}