It is possible to modify the appearance using CSS.
You can either override the built-in CSS theme for selected elements or you can create a custom CSS theme (https://themes.daypilot.org) and adjust it as needed.
In either case, the best way is to use the browser developer tools to inspect the element that you want to style and see what CSS classes are applied and what are the default styles.