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Tensor decomposition techniques in the solution of vibrational coupled cluster response theory eigenvalue equations.
Ian H Godtliebsen1, Mads Bøttger Hansen1, Ove Christiansen1
1Department of Chemistry, Aarhus University, 8000 Aarhus C, Denmark.
This study introduces a new computational method for solving vibrational coupled cluster response theory equations. The approach efficiently calculates molecular vibrational properties using tensor decomposition, achieving high accuracy with fewer computational resources.
Area of Science:
- Computational Chemistry
- Quantum Chemistry
- Molecular Spectroscopy
Background:
- Vibrational coupled cluster response theory is crucial for accurate prediction of molecular vibrational properties.
- Solving the associated eigenvalue equations can be computationally intensive, limiting routine application.
- Efficient algorithms are needed to make these calculations more accessible.
Purpose of the Study:
- To develop and present an efficient subspace projection method with Davidson update for solving vibrational coupled cluster response theory eigenvalue equations.
- To demonstrate the capability of using basis vectors represented as canonically decomposed tensors (CP decomposition).
- To enable direct calculation of vibrational wave functions in a tensor-decomposed format.
Main Methods:
- Employed a subspace projection method with Davidson update.
- Utilized stacked tensors decomposed into canonical (CP) form for basis vectors.
- Implemented orthogonalization of new vectors to old vectors followed by tensor decomposition to a threshold (TCP).
Main Results:
- The proposed algorithm achieves accuracy comparable to full vector approaches.
- It requires only a modest increase in the number of vectors for convergence.
- Optimal tensor decomposition thresholds (e.g., TCP = 10⁻²) allow accurate solutions and direct calculation of vibrational wave functions in tensor-decomposed format.
Conclusions:
- The developed method provides an accurate and efficient alternative for solving vibrational coupled cluster response theory eigenvalue equations.
- Tensor decomposition offers a viable strategy for representing and manipulating vibrational wave functions computationally.
- This approach enhances the feasibility of high-accuracy vibrational structure calculations.
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