The author of the white paper, Robin Linus, based BitVM’s architecture on Ethereum’s optimistic rollups with fraud proofs and recent Merkle tree developments.
Source: https://cointelegraph.com/public/index.php/news/bitcoin-bitvm-whitepaper-computation-smart-contracts