Reye's early interest in mathematical physics and meteorology turned to an interest in geometry even while he held the lectureship in mathematical physics at Zurich.
Reye's maagang interes sa matematika at physics meteorolohiya yari sa isang interes sa geometry kahit habang siya gaganapin ang paglelektyur sa matematika physics sa Zurich.