Keyboard Shortcut: ctrl+alt+N to create new files & ctrl+alt+shift+N to create new folders. (you can override these shortcuts). Press ctrl+shift+p to open command panel and type Create File or Create ...
Obsidian Advanced New file is a plugin for Obsidian, that provide functionality to choose folder over note creation. The new note file is created with Untitled.md filename just to provide same ...