Numerous fragments of his thirty-seven volume treatise `` On Nature '' have been found among the charred papyrus fragments at the Villa of the Papyri at Herculaneum .
Many pieces of his thirty-seven volume treatise `` On Nature '' have been found in the burnt papyrus fragments at the Villa of the Papyri at Herculaneum .