We demonstrate a new ab initio semiclassical technique for investigating tu
nneling effects. Using a semiclassical approach, the method incorporates tu
nneling effects into first principles molecular dynamics. We apply the meth
od to the intramolecular proton transfer in malonaldehyde and find good agr
eement with the experimentally measured tunneling splitting. This agreement
suggests a wide applicability of the new method to proton transfer and cou
pled electron-proton transfer processes.