"You might be interested in Pilot Wave Theory. It tries to reconcile wave/particle duality by claiming there is a real physical particle at all times in an attempt to get around the strange idea of everything being a probablistic wavefunction (the Copenhagen interpretation)."
I don't understand much of anything, but based on what I read, I strongly prefer the idea that everything is a field and particles don't exist, rather than vice versa. It just feels right. We don't experience particles any more than waves in our daily lives anyway.