From transistor to trapped-ion computers for quantum chemistry
arXiv:1307.4326 · doi:10.1038/srep03589
Abstract
Over the last few decades, quantum chemistry has progressed through the development of computational methods based on modern digital computers. However, these methods can hardly fulfill the exponentially-growing resource requirements when applied to large quantum systems. As pointed out by Feynman, this restriction is intrinsic to all computational models based on classical physics. Recently, the rapid advancement of trapped-ion technologies has opened new possibilities for quantum control and quantum simulations. Here, we present an efficient toolkit that exploits both the internal and motional degrees of freedom of trapped ions for solving problems in quantum chemistry, including molecular electronic structure, molecular dynamics, and vibronic coupling. We focus on applications that go beyond the capacity of classical computers, but may be realizable on state-of-the-art trapped-ion systems. These results allow us to envision a new paradigm of quantum chemistry that shifts from the current transistor to a near-future trapped-ion-based technology.
9 pages, 3 figures, and a 4-page appendix
References in corpus (10)
- A variational eigenvalue solver on a quantum processor
- Simulated Quantum Computation of Molecular Energies
- Quantum computing with trapped ions
- Polynomial-time quantum algorithm for the simulation of chemical dynamics
- Simulating chemistry using quantum computers
- Dirac Equation and Quantum Relativistic Effects in a Single Trapped Ion
- Deterministic entanglement of ions in thermal states of motion
- Simulating sparse Hamiltonians with star decompositions
- Preparing thermal states of quantum systems by dimension reduction
- Back to the Future: A roadmap for quantum simulation from vintage quantum chemistry
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