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Three-Legged Tree Tensor Networks with SU(2) and Molecular Point Group Symmetry
Klaas Gunst1,2, Frank Verstraete2,3, Dimitri Van Neck1
1Center for Molecular Modeling , Ghent University , Technologiepark 46 , 9052 Zwijnaarde , Belgium.
This study enhances the three-legged tree tensor network state (T3NS) by incorporating spin and point group symmetries, enabling more accurate quantum chemistry calculations with reduced computational cost.
Area of Science:
- Quantum Chemistry
- Computational Physics
- Theoretical Chemistry
Background:
- The three-legged tree tensor network state (T3NS) offers a balance between computational efficiency and entanglement representation.
- Existing T3NS methods have limitations in fully exploiting certain symmetries.
Purpose of the Study:
- To extend the T3NS formalism by integrating spin and real abelian point group symmetries.
- To improve the accuracy and reduce the computational cost of quantum chemical calculations using T3NS.
Main Methods:
- Interspersing physical tensors (one physical, <=2 virtual indices) with branching tensors (up to 3 virtual indices).
- Incorporating spin and real abelian point group symmetries into the T3NS structure.
- Applying the enhanced T3NS to model systems like [Cu2O2]2+ isomers.
Main Results:
- Demonstrated improved accuracy in calculations for bis(μ-oxo) and μ-η2:η2 peroxo isomers of [Cu2O2]2+.
- Achieved these more accurate results with lower computational effort compared to previous methods.
- The enhanced T3NS effectively represents entanglement while leveraging symmetry properties.
Conclusions:
- The integration of spin and point group symmetries significantly enhances the capabilities of T3NS.
- This advancement leads to more efficient and accurate quantum chemical computations.
- The developed implementation is publicly available for further research.
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