Implicit Solvent Sample-Based Quantum Diagonalization
Danil Kaliakin1, Akhil Shajan1,2, Fangchun Liang1
1Center for Computational Life Sciences, Lerner Research Institute, The Cleveland Clinic, Cleveland, Ohio 44106, United States.
The Journal of Physical Chemistry. B
|May 16, 2025
Summary
This study integrates solvent effects into quantum simulations using the sample-based quantum diagonalization (SQD) method with the integral equation formalism polarizable continuum model (IEF-PCM). This advance enables more accurate electronic structure calculations for molecules in solution.
Area of Science:
- Quantum computing
- Computational chemistry
- Electronic structure theory
Background:
- The sample-based quantum diagonalization (SQD) method is promising for quantum-centric simulations of molecular ground state energies.
- Accurately simulating electronic structure requires including solute-solvent interactions, crucial for biochemical and medical applications.
- Previous SQD applications were limited to gas-phase simulations, lacking solvent effects.
Purpose of the Study:
- To bridge the gap in SQD applications by incorporating solvent effects.
- To introduce the integral equation formalism polarizable continuum model (IEF-PCM) into SQD calculations.
- To demonstrate the feasibility of SQD with IEF-PCM for solvated molecular systems.
Main Methods:
- Performed SQD/cc-pVDZ IEF-PCM simulations on methanol, methylamine, ethanol, and water in aqueous solution.
- Utilized quantum hardware (ibm_cleveland, ibm_kyiv, ibm_marrakesh) with varying numbers of qubits (27, 30, 41, 52).
- Compared results with traditional CASCI/cc-pVDZ IEF-PCM simulations.
Main Results:
- Successfully integrated IEF-PCM solvent model into SQD calculations.
- Obtained ground state energies for small molecules in aqueous solution using quantum hardware.
- Demonstrated the scalability of the SQD IEF-PCM method with increasing qubit counts.
Conclusions:
- The SQD IEF-PCM method is a viable approach for quantum simulations of molecules in solution.
- This work extends the applicability of SQD to chemically relevant condensed-phase systems.
- The demonstrated scalability suggests potential for larger, more complex molecular simulations on quantum computers.
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